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[40,"Male","No",{"$nulls":9},"No","No","No",3,100,97,97,98,19,21,20,20,69,71,69,69.66666666666667,142,88,148,90,138,83,37,37.1,37.3,37.13333333333333,"Orthopaedics","open calcanea fracture","debridement","",25,"Senior house officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","yes","yes","",{"$nulls":5},15,20,35,null,"No","No","Ward.  ","",0,null,68,68,"67",68,97,97,"97",97,20,22,"21",21,142,80,146,83,140,80,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",2,87,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,2]
[47,"Male","No",{"$nulls":9},"No","No","No",2,100,99,99,99.33333333333333,18,22,22,20.666666666666668,59,58,63,60,127,76,128,73,133,80,37.7,37.7,37.7,37.7,"Orthopaedics","dislocation of the left shoulder","reduction","",17,"Anesthetic officer   ","I.     ","general anesthesia","","","","","","","","","","","yes","","","","","",{"$nulls":5},0,35,40,null,"No","No","Ward.  ","",3,null,64,61,"62",62.5,100,98,"98",99,22,28,"23",25,133,80,133,75,132,78,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",2,91,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,2]
[28,"Female","No",{"$nulls":9},"No","No","No",4,98,99,99,98.66666666666667,16,19,18,17.666666666666668,87,88,86,87,130,56,134,94,130,80,37.2,37.3,37.2,37.233333333333334,"Orthopaedics","posterior humerus dislocation","reduction","",20,"Anesthetic officer   ","I.     ","general anesthesia","","","yes","","yes","","","","","","","","","","yes","",{"$nulls":5},0,34,45,null,"No","No","Ward.  ","",0,null,54,56,"55",55,99,99,"99",99,20,22,"20",21,123,74,120,75,119,78,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",2,267,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,2]
[53,"Male","No",{"$nulls":9},"No","No","No",3,99,98,99,98.66666666666667,25,24,22,23.666666666666668,101,100,94,98.33333333333333,149,94,148,99,149,99,37.3,37.3,37,37.199999999999996,"General surgery","right intravaginal testicular torsion , gangrenous testis and epididymis","right orchidectomy and left orchiopexy","transverse",9,"Senior house officer   ","I.     ","Regional anesthesia","yes","","","yes","","","","","","","","","","","","",null,500,{"$nulls":3},15,48,68,null,"No","No","Ward.  ","",0,null,84,86,"88",85,99,99,"99",99,18,20,"19",19,146,99,156,101,157,108,null,99,{"$nulls":11},0,{"$nulls":5},18,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","Not applicable","Alive","Not applicable","Not applicable","Alive","Yes","No","Alive",2,47,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,2]
[26,"Male","No",{"$nulls":9},"No","No","No",1,98,98,98,98,22,22,21,21.666666666666668,92,96,91,93,125,63,114,53,116,66,37,37.3,36.7,37,"Orthopaedics","poly trauma with open fracture right femur, t/f right, and right ulna","debridement and long leg back slab right leg","not applicable",12,"Anesthetic officer   ","II.    ","Regional anesthesia","no","yes","no","yes","no","no","no","no","no","no","no","no","no","no","no","yes",1000,{"$nulls":4},60,15,30,null,"No","No","Ward.  ","",0,null,90,92,"91",91,98,98,"98",98,19,18,"19",18.5,112,62,117,60,115,59,null,98,97,96,{"$nulls":9},0,5,0,{"$nulls":3},17,23,20,{"$nulls":3},"","","","","","","paracetamol","paracetamol","paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",2,7,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,2]
[38,"Female","No",null,null,0,1,0,0,0,0,0,"No","No","No",3,99,99,99,99,24,22,20,22,114,116,118,116,109,62,107,64,105,67,37.1,37.2,37.1,37.13333333333333,"General surgery","perianal abscess","incision and drainage","",14,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","","","yes","","","","","","","","","","","","",500,{"$nulls":4},100,50,60,null,"No","No","Ward.  ","",3,null,67,69,"68",68,99,99,"99",99,16,19,"17",17.5,123,92,124,90,126,89,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",2,349,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,2]
[32,"Male","No",{"$nulls":9},"No","No","No",3,99,99,99,99,27,25,27,26.333333333333332,85,87,82,84.66666666666667,132,80,140,78,135,82,38.1,38.1,38.2,38.13333333333333,"General surgery","intestinal obstruction","exploratory laparotomy","midline",10,"Anesthetic officer   ","IV","general anesthesia","","yes","yes","","yes","yes","","","","","yes","yes","yes","yes","","yes",4000,1000,900,300,300,400,158,172,null,"Yes","Yes","HDU","Non rebreather mask   ",4,13,127,129,"128",128,92,94,"93",93,25,28,"27",26.5,85,49,86,52,83,47,{"$nulls":25},"","","","","","","died 8hrs postoperative in the PACU","","","","","","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead",2,250,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",1,0,0,0,0,0,0,0,0,1,"Dead","Dead","Dead","100-","100-","died","8hrs","postoperative","in","the","PACU","80-",0,"Yes",0,0,0,0,0,0,0,0,0,0,0,0,{"$nulls":3},1,0,2]
[41,"Male","No",{"$nulls":9},"No","No","No",1,99,99,99,99,16,16,18,16.666666666666668,89,91,93,91,119,71,119,71,122,72,35.8,35.7,35.8,35.766666666666666,"General surgery","anorectal abscess","incision and drainage","",28,"Anesthetic officer   ","II.    ","Regional anesthesia","","","","yes","","","","","","","","","","","","",{"$nulls":5},30,24,30,null,"No","No","Ward.  ","",0,null,99,97,"96",98,96,94,"94",95,19,21,"20",20,141,82,144,83,143,83,null,94,{"$nulls":11},4,{"$nulls":5},22,{"$nulls":5},"","","","","","","paracetamol","","","","","","Not applicable","Not applicable","Alive","Yes","No","Alive","Yes","No","Alive",2,51,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,2]
[27,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,19,21,26,22,123,122,126,123.66666666666667,144,78,149,77,150,86,36,36.1,36,36.03333333333333,"Orthopaedics","polytrauma with open fracture right femur and severe TBI","debridement and backslab","",19,"Anesthetic officer   ","IV","general anesthesia","","yes","","","yes","yes","yes","","","","yes","yes","yes","yes","yes","",3100,{"$nulls":4},30,153,167,null,"No","No","Ward.  ","",null,null,121,122,"122",121.5,99,99,"99",99,24,24,"24",24,89,49,90,62,92,56,null,94,{"$nulls":5},15,{"$nulls":11},23,{"$nulls":5},"non rebreather mask","","","","","","tramadol, paracetamol","","","","","","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead",2,269,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","lessthan 100mls",0,1,1,0,0,0,0,0,0,1,"Dead","Dead","Dead","100-","100-","tramadol,","paracetamol","","","","","0-",1,"Yes",1,0,0,0,0,1,{"$nulls":4},1,1,1,1,0,0,0,2]
[60,"Male","No",null,null,0,0,1,0,0,0,0,"No","No","No",2,99,98,99,98.66666666666667,24,20,20,21.333333333333332,109,104,99,104,120,62,119,59,123,65,36.7,36.9,36.4,36.666666666666664,"ENT","foreign body esophagus","esophagoscopy","",16,"Anesthetic officer   ","II.    ","general anesthesia","","","","","","","","","","","yes","","","","","",{"$nulls":5},0,10,15,null,"No","No","Ward.  ","",0,null,72,74,"72",73,100,99,"100",99.5,14,16,"18",15,99,55,100,52,97,57,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",2,263,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","ENT","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,2]
[35,"Male","No",{"$nulls":9},"No","No","No",1,99,99,99,99,15,18,17,16.666666666666668,124,122,122,122.66666666666667,128,78,126,72,121,74,36.7,36.8,36.8,36.766666666666666,"Orthopaedics","elbow dislocation","reduction","",9,"Anesthetic officer   ","II.    ","general anesthesia","","","yes","","yes","yes","","","","","yes","","","","yes","",{"$nulls":5},0,15,25,null,"No","No","Ward.  ","",0,null,74,78,"74",76,99,99,"99",99,20,19,"17",19.5,128,77,126,76,123,67,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",2,298,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,2]
[34,"Male","Yes",10,0,0,0,1,0,0,0,0,"No","No","No",3,100,99,98,99,20,20,20,20,107,105,108,106.66666666666667,107,55,99,45,104,47,36.9,36.8,36.9,36.86666666666667,"ENT","foreign body esophagus","esophagoscopy","",17,"Anesthetic officer   ","II.    ","general anesthesia","","","yes","","","","","","","","yes","","","","","",{"$nulls":5},0,10,20,null,"No","No","Ward.  ","",0,0,97,101,"100",99,99,99,"99",99,16,18,"18",17,132,72,123,76,134,81,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",2,124,1,"18-35","Male","Male","Yes","Yes","No","No","No","No","No","No","ENT","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,2]
[66,"Male","No",null,null,1,0,0,0,1,0,1,"No","No","No",2,99,99,99,99,17,19,15,17,56,57,55,56,130,85,134,88,132,87,37.4,37.5,37.4,37.43333333333334,"Neurosurgery","chronic subdural hematoma","burr holes","burr holes",19,"Anesthetic officer   ","IV","general anesthesia","yes","yes","","","yes","yes","yes","","yes","","yes","yes","yes","yes","yes","",3000,{"$nulls":4},100,100,110,null,"No","No","Ward.  ","",2,null,65,66,"66",65.5,99,99,"99",99,20,21,"20",20.5,145,85,144,88,140,89,null,99,{"$nulls":11},3,{"$nulls":5},16,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",2,306,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,2]
[22,"Male","No",{"$nulls":9},"No","No","No",2,98,99,98,98.33333333333333,23,25,23,23.666666666666668,58,59,57,58,112,69,111,73,95,74,37.4,37.4,37.4,37.4,"ENT","foreign body oesophagus","esophagoscopy","",12,"Anesthetic officer   ","I.     ","general anesthesia","","","yes","","","","","","","","yes","","","","","",{"$nulls":5},0,10,15,null,"No","No","Ward.  ","",0,null,88,89,"90",88.5,100,99,"99",99.5,24,26,"24",25,99,74,108,70,101,62,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",2,258,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","ENT","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,2]
[32,"Male","No",{"$nulls":9},"No","No","No",1,99,98,98,98.33333333333333,19,16,17,17.333333333333332,105,106,104,105,130,79,136,81,146,83,38.3,38.4,38.4,38.36666666666667,"General surgery","chronic fissure in ano","anal sphincterotomy","",23,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","","","yes","","","","","","","","","","","","",{"$nulls":5},20,20,30,null,"No","No","Ward.  ","",0,null,94,98,"96",96,99,98,"99",98.5,15,17,"16",16,154,83,148,85,150,90,null,99,{"$nulls":11},0,{"$nulls":5},14,{"$nulls":5},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","","Alive",2,239,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,2]
[23,"Male","No",{"$nulls":9},"No","No","No",1,95,97,98,96.66666666666667,19,23,24,22,90,96,95,93.66666666666667,128,85,136,88,130,93,36.4,36.4,36.4,36.4,"General surgery","degloving injury of the thigh left","surgical toilet and suture","",10,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",1000,{"$nulls":4},20,66,80,null,"No","No","Ward.  ","",0,null,99,98,"98",98.5,100,100,"100",100,19,21,"21",20,130,83,95,63,102,68,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",2,231,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,2]
[20,"Male","No",{"$nulls":9},"No","No","No",1,98,97,98,97.66666666666667,28,28,30,28.666666666666668,64,64,61,63,92,54,95,54,90,50,37.2,37.3,37.2,37.233333333333334,"Orthopaedics","lacerated achilles tendon","tendon repair","",18,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","","","yes","","","","","","","","","","","","",2500,{"$nulls":4},10,25,45,null,"No","No","Ward.  ","",0,null,64,65,"66",64.5,99,99,"99",99,24,22,"23",23,120,77,116,56,120,70,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",2,101,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,2]
[40,"Male","No",{"$nulls":9},"No","No","No",1,94,96,96,95.33333333333333,17,19,20,18.666666666666668,88,86,88,87.33333333333333,129,96,131,82,133,77,36,35.8,36.9,36.23333333333333,"Orthopaedics","pathological fracture right humerus","debridement and u backslab","",18,"Anesthetic officer   ","I.     ","general anesthesia","","","yes","","","","","","","","yes","","","","","",{"$nulls":5},30,15,25,null,"No","No","Ward.  ","",0,null,89,88,"88",88.5,99,99,"99",99,18,18,"18",18,129,87,127,88,132,99,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",2,70,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,2]
[44,"Male","No",{"$nulls":9},"No","No","No",2,99,99,98,98.66666666666667,16,18,17,17,97,98,98,97.66666666666667,123,77,124,76,123,75,36.5,36.4,36.7,36.53333333333334,"ENT","foreign body in the oesophagus","esophagoscopy","",26,"Anesthetic officer   ","II.    ","general anesthesia","","","yes","","","","","","","","yes","","","","","",{"$nulls":5},0,15,20,null,"No","No","Ward.  ","",0,null,72,74,"74",73,99,99,"99",99,18,19,"20",18.5,130,89,140,85,142,84,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",2,257,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","ENT","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,2]
[36,"Female","No",{"$nulls":9},"No","No","No",2,93,98,96,95.66666666666667,20,22,24,22,120,123,121,121.33333333333333,108,63,107,66,108,68,37.3,37.4,37.2,37.3,"Orthopaedics","open fracture right femur","debridement and backslab","",16,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",1000,{"$nulls":4},100,40,50,null,"No","No","Ward.  ","",2,null,77,79,"74",78,93,91,"92",92,16,19,"17",17.5,122,61,118,60,123,57,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",2,59,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,2]
[20,"Female","No",{"$nulls":9},"No","No","No",2,99,95,95,96.33333333333333,16,18,20,18,90,92,95,92.33333333333333,111,76,102,65,108,73,36.7,36.8,36.6,36.699999999999996,"ENT","laryngeal papilloma","polypectomy","",10,"Anesthetic officer   ","III.   ","general anesthesia","","","","","","","","","","","yes","","","","","",{"$nulls":5},150,40,50,null,"No","No","Ward.  ","",0,null,101,103,"103",102,99,95,"96",97,22,24,"23",23,113,79,145,93,107,66,null,98,{"$nulls":11},0,{"$nulls":5},19,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,190,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","ENT","ENT &Neurosurgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[38,"Female","No",{"$nulls":9},"No","No","No",1,98,98,96,97.33333333333333,18,20,24,20.666666666666668,68,66,70,68,118,69,121,70,123,73,36.8,37.2,37.1,37.03333333333333,"Orthopaedics","open fracture left tibia and fibula","debridement , POP, and backslab","",18,"Anesthetic officer   ","I.     ","Regional anesthesia","","","","yes","","","","","","","","","","","yes","yes",500,500,{"$nulls":3},50,40,55,null,"No","No","Ward.  ","",0,null,54,55,"56",54.5,99,100,"99",99.5,18,16,"18",17,132,82,136,88,134,86,null,99,99,{"$nulls":10},2,2,{"$nulls":4},20,24,{"$nulls":4},"","","","","","","paracetamol, aceclofenac","paracetamol, aceclofenac","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,40,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","aceclofenac","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[31,"Male","No",{"$nulls":9},"No","No","No",1,99,99,99,99,16,18,20,18,67,68,66,67,110,67,115,68,115,69,37.3,37.4,37.3,37.33333333333333,"ENT","deep neck cut","surgical toilet and suture","",9,"Anesthetic officer   ","II.    ","general anesthesia","","","","","","yes","","","","","yes","yes","","","yes","",500,{"$nulls":4},10,76,85,null,"No","No","Ward.  ","",null,null,66,64,"62",65,99,99,"99",99,12,14,"13",13,85,62,84,65,88,69,null,99,{"$nulls":11},2,{"$nulls":5},14,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,347,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","ENT","ENT &Neurosurgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[24,"Female","No",{"$nulls":9},"No","No","No",1,95,94,95,94.66666666666667,24,25,23,24,67,68,66,67,132,84,142,85,140,80,37.2,37.3,37.3,37.266666666666666,"Neurosurgery","acute epidural hematoma","craniotomy","",23,"Anesthetic officer   ","IV","general anesthesia","","yes","yes","","yes","yes","","","","","yes","yes","yes","yes","yes","",3200,null,1350,200,null,1100,150,170,null,"No","No","Ward.  ","",null,null,74,75,"76",74.5,99,99,"99",99,17,18,"17",17.5,90,50,98,60,100,52,null,92,{"$nulls":5},15,{"$nulls":11},24,{"$nulls":5},"non rebreather mask","","","","","","morphine, paracetamol","","","","","","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead",3,321,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,1,1,0,0,0,0,0,0,1,"Dead","Dead","Dead","100-","100-","morphine,","paracetamol","","","","","80-",1,"Yes",1,0,0,0,0,1,{"$nulls":4},1,1,1,1,0,0,0,3]
[23,"Male","No",{"$nulls":9},"No","No","No",3,99,99,99,99,22,21,23,22,70,69,68,69,116,70,112,72,110,70,37.6,37.5,37.6,37.56666666666666,"Orthopaedics","open fracture left patella","debridement and backslab","",14,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",2500,1000,{"$nulls":3},120,110,130,null,"No","No","Ward.  ","",0,null,59,58,"58",58.5,99,99,"99",99,16,17,"18",16.5,120,87,132,86,132,89,null,98,{"$nulls":11},2,{"$nulls":5},14,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,283,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[28,"Male","No",{"$nulls":9},"No","No","No",2,100,98,99,99,16,17,17,16.666666666666668,56,54,53,54.333333333333336,122,71,127,65,110,66,36.7,36.7,36.7,36.7,"Orthopaedics","mangled left hand","below elbow ampuatation","",6,"Anesthetic officer   ","III.   ","general anesthesia","","yes","yes","","yes","","","","","","yes","","","yes","yes","",null,3400,{"$nulls":3},90,40,50,null,"No","No","Ward.  ","",2,null,112,114,"113",113,98,97,"97",97.5,15,16,"17",15.5,122,71,127,65,125,78,null,100,99,{"$nulls":10},5,3,{"$nulls":4},17,19,{"$nulls":4},"","","","","","","paracetamol, ibuprofen","paracetamol, ibuprofen","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,159,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[23,"Male","No",{"$nulls":9},"No","No","Yes",3,96,95,95,95.33333333333333,18,20,23,20.333333333333332,56,55,55,55.333333333333336,165,94,166,95,162,97,37.2,37.1,37.3,37.2,"Orthopaedics","open left patella fracture","debridement and pinning","",16,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","","",{"$nulls":5},150,46,53,null,"No","No","Ward.  ","",2,null,76,74,"74",75,99,99,"99",99,14,15,"16",14.5,134,63,143,62,137,58,null,100,{"$nulls":11},2,{"$nulls":5},13,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,224,1,"18-35","Male","Male","No","No","No","No","No","No","Yes","Yes","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[20,"Male","No",{"$nulls":9},"No","No","No",2,97,96,98,97,20,18,18,18.666666666666668,111,113,114,112.66666666666667,121,82,123,78,125,80,36.4,36.6,36.4,36.46666666666667,"Orthopaedics","open left segmental tibial fracture","debridement and backslab","",22,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","yes","","yes","","yes","","","","","","","","yes","yes","",1000,{"$nulls":4},40,75,100,null,"No","No","Ward.  ","",0,null,90,92,"91",91,96,94,"93",95,18,18,"18",18,138,88,140,87,138,85,null,100,{"$nulls":11},4,{"$nulls":5},17,{"$nulls":5},"","","","","","","","","","","","","Yes","yes","Alive","Yes","yes","Alive","Yes","yes","Alive",3,66,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[41,"Male","No",{"$nulls":9},"No","No","No",3,99,98,99,98.66666666666667,25,26,27,26,109,108,109,108.66666666666667,142,82,140,83,144,85,37.2,37.3,37.2,37.233333333333334,"General surgery","right strangulated hernia","herniorhaphy","oblique",17,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","","",1000,{"$nulls":4},100,100,110,null,"No","No","Ward.  ","",0,null,73,72,"73",72.5,99,100,"99",99.5,24,24,"24",24,134,67,131,65,133,54,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,262,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[27,"Male","No",{"$nulls":9},"No","No","No",2,100,100,100,100,18,18,16,17.333333333333332,121,120,123,121.33333333333333,132,80,134,84,130,83,37,37.3,37.2,37.166666666666664,"General surgery","incarcerated left inguinoscrotal hernia","herniorhaphy","oblique",16,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","yes","",null,500,{"$nulls":3},45,75,88,null,"No","No","Ward.  ","",0,null,67,65,"64",66,99,99,"99",99,20,22,"21",21,108,67,109,65,110,64,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,113,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[49,"Male","No",{"$nulls":9},"No","No","No",5,99,98,99,98.66666666666667,22,20,22,21.333333333333332,83,80,79,80.66666666666667,114,64,113,66,106,70,36.8,36.8,36.9,36.833333333333336,"Neurosurgery","left frontal acute on chronic subdural hematoma","burr holes","burr holes",28,"Anaesthesiologist","III.   ","general anesthesia","","","","","","yes","","","","","yes","yes","yes","","yes","",null,2000,{"$nulls":3},180,45,100,null,"No","No","Ward.  ","",0,null,74,72,"73",73,100,100,"100",100,12,14,"14",13,83,48,80,47,79,49,null,99,{"$nulls":11},2,{"$nulls":5},12,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,131,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anaesthesiologist","Anaesthesiologist","Senior house officer/ Anaesthesiologist","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[25,"Female","No",{"$nulls":9},"No","No","No",2,99,99,99,99,19,18,17,18,76,77,78,77,100,110,58,70,111,69,37.8,37.7,37.7,37.733333333333334,"General surgery","extensive facial degloving injury","debridement and surgical toilet and suture","",10,"Anesthetic officer   ","II.    ","general anesthesia","","yes","yes","","yes","","","","","","","","","","yes","yes",1500,{"$nulls":4},45,60,75,null,"No","No","Ward.  ","",0,null,77,76,"77",76.5,99,99,"99",99,19,20,"20",19.5,113,70,115,68,116,78,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,311,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[39,"Male","No",{"$nulls":9},"No","No","No",2,99,99,100,99.33333333333333,20,22,20,20.666666666666668,72,74,78,74.66666666666667,110,56,114,58,116,53,37,37.1,37,37.03333333333333,"Orthopaedics","laceration right knee, closed fracture left tibia","debridement and backslab","",14,"Anesthetic officer   ","II.    ","Regional anesthesia","","","","yes","","","","","","","","","","","","",1000,600,{"$nulls":3},10,23,30,null,"No","No","Ward.  ","",0,null,78,77,"77",77.5,100,100,"100",100,18,16,"18",17,102,56,100,54,102,52,null,100,99,{"$nulls":10},2,4,{"$nulls":4},20,22,{"$nulls":4},"","","","","","","tramadol, paracetamol","tramadol, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,148,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","tramadol,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[64,"Female","No",null,null,1,1,1,0,1,0,0,"No","No","No",2,99,100,97,98.66666666666667,24,22,22,22.666666666666668,100,102,100,100.66666666666667,108,66,105,67,104,64,36.4,36.6,36.5,36.5,"Orthopaedics","open right fracture tibia and fibula, intra-articular dislocation","debridement and backslab","",17,"Anesthetic officer   ","I.     ","Regional anesthesia","","","","yes","","","","","","","","","","","","",500,{"$nulls":4},70,55,90,null,"No","No","Ward.  ","",0,null,83,81,"82",82,98,99,"99",98.5,25,26,"25",25.5,130,100,138,98,137,92,null,100,98,{"$nulls":10},5,2,{"$nulls":4},22,24,{"$nulls":4},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,69,1,"60yrs or more","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[28,"Male","No",{"$nulls":9},"No","No","No",2,100,100,100,100,26,24,26,25.333333333333332,109,106,100,105,115,70,116,77,98,64,37,36.6,36.6,36.73333333333333,"Orthopaedics","open fracture right radius","debridement and backslab","",15,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","","","yes","","","","","","","","","","","","",null,1300,{"$nulls":3},30,53,70,null,"No","No","Ward.  ","",0,null,99,92,"93",95.5,96,95,"96",95.5,12,11,"13",11.5,110,69,102,66,101,67,null,98,95,{"$nulls":10},4,6,{"$nulls":4},16,18,{"$nulls":4},"","","","","","","morphine, paracetamol, ibuprofen","tramadol, paracetamol, ibuprofen","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,185,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","morphine,","paracetamol,","ibuprofen","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[30,"Male","No",{"$nulls":9},"No","No","No",2,100,100,100,100,20,22,24,22,97,98,96,97,88,55,90,54,89,67,37.2,37.1,37.2,37.16666666666667,"Neurosurgery","depressed skull fracture","skull elevation","",20,"Anesthetic officer   ","III.   ","general anesthesia","","","","","","yes","","","","","yes","yes","yes","yes","","",1000,{"$nulls":4},10,80,90,null,"No","No","Ward.  ","",2,null,93,97,"95",95,100,100,"100",100,19,18,"18",18.5,96,55,95,50,94,61,null,100,{"$nulls":11},1,{"$nulls":5},19,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,332,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[25,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,20,22,20,20.666666666666668,108,107,102,105.66666666666667,136,89,137,89,154,97,36.7,36.7,36.7,36.7,"Orthopaedics","open fracture left phalanges","debridement","",15,"Anesthetic officer   ","I.     ","Regional anesthesia","","","","yes","","","","","","","","","","","yes","",500,{"$nulls":4},30,22,25,null,"No","No","Ward.  ","",0,null,62,60,"60",61,99,99,"99",99,20,23,"20",21.5,140,85,142,83,140,89,null,100,{"$nulls":11},4,{"$nulls":5},14,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,226,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[30,"Male","No",{"$nulls":9},"No","No","No",1,100,100,100,100,15,17,16,16,73,72,73,72.66666666666667,127,86,123,84,125,86,37.7,37.6,37.7,37.66666666666667,"Orthopaedics","open elbow fracture","debridement and backslab","",17,"Anesthetic officer   ","I.     ","general anesthesia","yes","yes","","yes","","","","","","","","","","","yes","yes",2000,{"$nulls":4},50,100,120,null,"No","No","Ward.  ","",2,null,86,89,"86",87.5,99,99,"99",99,18,17,"17",17.5,116,81,109,75,111,74,null,99,{"$nulls":11},4,{"$nulls":5},17,{"$nulls":5},"","","","","","","paracetamol, pregabalin, tramadol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,223,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","pregabalin,","tramadol","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[24,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,20,17,18,18.333333333333332,88,88,87,87.66666666666667,103,50,113,53,95,51,34.8,34.8,34.9,34.833333333333336,"Orthopaedics","humeral abscess","saucerisation","",10,"Anesthetic officer   ","III.   ","general anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",3700,{"$nulls":4},10,42,59,null,"No","No","Ward.  ","",2,null,67,66,"66",66.5,99,97,"98",98,19,21,"18",20,102,53,100,55,94,49,null,99,{"$nulls":11},0,{"$nulls":5},12,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,314,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[27,"Male","No",null,0,{"$nulls":7},"No","No","No",3,96,97,96,96.33333333333333,20,22,20,20.666666666666668,80,81,82,81,126,60,128,62,127,58,37,36.8,36.8,36.86666666666667,"Orthopaedics","devolving injury at the right distal foot and leg with metatarsal fractures","debridement, Sts","not applicable",10,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","no","no","yes","no","no","no","no","no","no","no","no","no","yes","yes","no",1500,0,0,0,0,40,50,65,null,"No","No","Ward.  ","",0,null,72,68,"71",70,95,96,"95",95.5,15,13,"15",14,108,61,106,58,104,61,null,98,96,{"$nulls":4},0,0,{"$nulls":4},0,2,{"$nulls":4},19,21,{"$nulls":4},"","","","","","","ibuprofen, paracetamol, tramadol","ibuprofen, paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,6,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","ibuprofen,","paracetamol,","tramadol","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[36,"Male","No",{"$nulls":9},"No","No","No",4,99,95,96,96.66666666666667,24,25,27,25.333333333333332,115,116,114,115,140,84,140,85,143,84,39,38.8,38.9,38.9,"Neurosurgery","acute subdural hematoma, depressed skill fracture with pneumocephalus","craniotomy","",8,"Anesthetic officer   ","IV","general anesthesia","","yes","","","","yes","","","","","","yes","yes","yes","yes","",null,3000,null,600,300,300,129,140,null,"No","Yes","Ward.  ","Nasal prongs",0,5,68,69,"69",68.5,95,94,"95",94.5,24,23,"24",23.5,97,57,95,58,99,56,null,93,{"$nulls":5},15,{"$nulls":5},0,{"$nulls":5},28,{"$nulls":5},"non rebreather mask","","","","","","paracetamol","","","","","","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead",3,252,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",1,1,0,0,0,0,0,0,0,1,"Dead","Dead","Dead","100-","100-","paracetamol","","","","","","80-",1,"Yes",1,0,0,0,0,1,{"$nulls":4},0,1,1,1,0,1,0,3]
[28,"Male","No",{"$nulls":9},"No","No","No",1,95,97,96,96,32,30,34,32,132,133,135,133.33333333333334,90,52,90,40,80,50,34.7,34.6,34.7,34.66666666666667,"General surgery","penetrating abdominal trauma","exploratory laparotomy","midline",7,"Anesthetic officer   ","IV","general anesthesia","yes","","","yes","","yes","yes","","","","yes","yes","yes","yes","yes","",4500,null,450,500,null,1200,128,136,null,"No","yes","HDU","",6,15,124,126,"124",125,99,98,"99",98.5,19,20,"20",19.5,101,69,99,68,97,66,null,94,{"$nulls":11},2,{"$nulls":5},16,{"$nulls":5},"","","","","","","paracetamol","","","","","","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead",3,233,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",1,0,0,0,0,0,0,0,0,1,"Dead","Dead","Dead","100-","100-","paracetamol","","","","","","80-",0,"Yes",0,0,0,0,0,0,0,0,0,0,0,0,{"$nulls":3},1,0,3]
[43,"Female","No",{"$nulls":9},"No","No","No",2,100,99,99,99.33333333333333,18,19,18,18.333333333333332,98,97,98,97.66666666666667,94,61,96,64,98,64,35.7,35.8,35.7,35.733333333333334,"Neurosurgery","subdural hematoma","burr holes","",19,"Anesthetic officer   ","III.   ","general anesthesia","","yes","","","yes","yes","yes","","","","yes","yes","yes","yes","yes","",4000,{"$nulls":4},130,98,120,null,"No","No","Ward.  ","",0,null,64,63,"64",63.5,99,99,"99",99,12,13,"12",12.5,96,64,98,64,96,63,null,99,{"$nulls":11},4,{"$nulls":5},19,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,290,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[28,"Male","No",{"$nulls":9},"No","No","No",1,96,95,97,96,19,21,17,19,101,100,84,95,163,96,149,94,145,99,36,36.6,36.5,36.36666666666667,"Neurosurgery","compound fracture","craniotomy","stl",9,"Anesthetic officer   ","III.   ","general anesthesia","","yes","yes","","","yes","","","","yes","yes","yes","yes","yes","yes","yes",2000,{"$nulls":4},100,98,109,null,"No","No","Ward.  ","",0,null,84,90,"88",87,98,95,"95",96.5,18,16,"17",17,156,101,157,106,154,100,null,98,99,{"$nulls":10},2,1,{"$nulls":4},15,16,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,172,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[56,"Male","No",{"$nulls":9},"No","No","Yes",3,98,100,98,98.66666666666667,18,28,26,24,85,87,84,85.33333333333333,110,88,120,89,118,90,37,37.3,37.2,37.166666666666664,"General surgery","incarcerated umbilical hernia","herniorhaphy","",9,"Anesthetic officer   ","II.    ","general anesthesia","","yes","","","","yes","","yes","","","yes","yes","","yes","yes","",1000,{"$nulls":4},70,92,108,null,"No","No","Ward.  ","",null,null,66,66,"66",66,99,98,"97",98.5,19,20,"18",19.5,129,87,128,86,129,87,null,99,{"$nulls":5},0,{"$nulls":5},0,{"$nulls":5},22,{"$nulls":5},"","","","","","","sensur lotion, paracetamol, tramadol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,79,1,"36-59","Male","Male","No","No","No","No","No","No","Yes","Yes","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","sensur","lotion,","paracetamol,","tramadol","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[41,"Male","No",{"$nulls":9},"No","No","No",1,99,99,99,99,18,16,20,18,88,86,84,86,120,60,123,62,123,64,37.2,37,37,37.06666666666667,"Orthopaedics","open left distal fracture femur , gustilo 1","debridement and backstab","",18,"Senior house officer   ","II.    ","Regional anesthesia","","","","yes","","","","","","","","","","","","",null,200,{"$nulls":3},20,25,40,null,"No","No","Ward.  ","",2,null,72,74,"72",73,99,99,"99",99,17,21,"19",19,124,66,119,68,122,72,null,99,{"$nulls":11},4,{"$nulls":5},18,{"$nulls":5},"","","","","","","paracetamol,  ibuprofen","","","","","","Yes","yes","Alive","Yes","yes","Alive","Yes","yes","Alive",3,29,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[53,"Male","No",{"$nulls":9},"No","No","No",2,95,96,97,96,15,17,16,16,94,96,95,95,130,70,132,72,134,74,37.5,37.4,37.5,37.46666666666667,"General surgery","fourniers gangrene","scrotal debridement","",25,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",1200,{"$nulls":4},15,56,67,null,"No","No","Ward.  ","",3,null,68,69,"67",68.5,99,98,"99",98.5,24,25,"24",24.5,123,83,125,84,127,85,null,98,{"$nulls":11},0,{"$nulls":5},16,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,279,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[27,"Male","No",{"$nulls":9},"No","No","No",1,97,98,98,97.66666666666667,18,18,18,18,69,69,68,68.66666666666667,144,79,135,78,138,76,37.7,37.6,37.7,37.66666666666667,"General surgery","acute appendicitis","appendicectomy","oblique",14,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","","",1000,{"$nulls":4},20,60,85,null,"No","No","Ward.  ","",0,null,86,88,"86",87,97,98,"97",97.5,18,18,"18",18,148,90,138,83,146,83,null,99,{"$nulls":11},2,{"$nulls":5},20,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,85,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[24,"Male","No",{"$nulls":9},"No","No","No",2,100,99,99,99.33333333333333,27,28,28,27.666666666666668,106,104,105,105,114,72,120,80,118,81,36.4,36.4,36.4,36.4,"Cardiothoracic","left brachial artery injury","exploration and repair","",20,"Anesthetic officer   ","II.    ","Regional anesthesia","","","","yes","","","","","","","","","","","yes","",{"$nulls":5},80,82,86,null,"No","No","Ward.  ","",2,null,101,102,"101",101.5,99,99,"99",99,24,23,"23",23.5,130,77,120,80,117,73,null,100,{"$nulls":11},0,{"$nulls":5},15,{"$nulls":5},"","","","","","","paracetamol, diclofenac gel","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,163,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Cardiothoracic","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","diclofenac","gel","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[26,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,13,15,18,15.333333333333334,85,80,84,83,121,72,127,76,132,81,37.9,37.9,37.9,37.9,"Orthopaedics","open fracture right tibia","debridement and backslab","",26,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","","",null,2000,{"$nulls":3},70,52,67,null,"No","No","Ward.  ","",0,null,77,78,"78",77.5,99,99,"99",99,28,27,"26",27.5,132,80,140,78,135,82,null,99,{"$nulls":11},0,{"$nulls":5},19,{"$nulls":5},"","","","","","","paracetamol, tramadol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,249,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[25,"Male","No",{"$nulls":9},"No","No","No",2,99,99,100,99.33333333333333,24,20,22,22,104,97,101,100.66666666666667,118,64,117,61,116,63,35.4,35.4,35.3,35.36666666666667,"Orthopaedics","right humeral head fracture","debridement","",17,"Anesthetic officer   ","I.     ","general anesthesia","","","","","","yes","","","","","yes","","","","","",1500,{"$nulls":4},70,53,67,null,"No","No","Ward.  ","",3,null,90,91,"90",90.5,99,99,"99",99,20,20,"20",20,132,76,147,71,145,86,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,116,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[27,"Male","No",{"$nulls":9},"No","No","No",2,98,99,99,98.66666666666667,18,16,18,17.333333333333332,71,73,71,71.66666666666667,143,89,145,91,143,93,37.5,37.1,37.3,37.3,"General surgery","acute appendicitis","appendicectomy","transverse",19,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","yes","","yes","yes","","","","","","","","","","yes","",2000,{"$nulls":4},50,97,115,null,"No","No","Ward.  ","",0,null,83,83,"84",83,99,99,"99",99,20,20,"20",20,126,73,123,74,126,75,null,94,{"$nulls":11},0,{"$nulls":5},19,{"$nulls":5},"","","","","","","paracetamol","","","","","","Not applicable","Not applicable","Alive","Not applicable","Not applicable","","Yes","No","Alive",3,45,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[38,"Female","No",{"$nulls":9},"No","No","No",2,99,98,98,98.33333333333333,15,16,15,15.333333333333334,85,86,87,86,130,67,128,67,129,68,37.5,37.6,37.5,37.53333333333333,"General surgery","degloving injury","surgical toilet and suture","",17,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","yes","","yes","","yes","","","","","","","","yes","yes","",2300,1500,{"$nulls":3},70,40,55,null,"No","No","Ward.  ","",2,null,75,73,"73",74,99,99,"99",99,20,20,"19",20,148,101,135,87,162,111,null,100,{"$nulls":11},0,{"$nulls":5},14,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,217,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[18,"Male","No",{"$nulls":9},"No","No","No",1,99,98,99,98.66666666666667,14,15,18,15.666666666666666,65,66,65,65.33333333333333,138,86,136,84,149,82,null,36.7,36.8,36.75,"Neurosurgery","acute epidural hematoma","craniotomy","horse shoe",27,"Anesthetic officer   ","III.   ","general anesthesia","","","","","","yes","","","","","yes","yes","yes","yes","yes","",null,2000,{"$nulls":3},100,90,110,null,"No","No","Ward.  ","",0,null,100,101,"101",100.5,100,100,"100",100,24,22,"23",23,114,69,116,76,118,72,null,100,{"$nulls":11},0,{"$nulls":5},18,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,149,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[33,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,20,22,20,20.666666666666668,95,97,95,95.66666666666667,120,72,129,73,127,85,37.4,37.5,37.4,37.43333333333334,"General surgery","right inguinalscrotal hernia","herniorhaphy","transverse",20,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","","",500,{"$nulls":4},40,60,70,null,"No","No","Ward.  ","",0,null,100,100,"101",100,99,99,"99",99,14,15,"15",14.5,158,85,148,87,154,98,null,98,{"$nulls":11},0,{"$nulls":5},17,{"$nulls":5},"","","","","","","paracetamol, tramadol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,251,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[30,"Male","No",{"$nulls":9},"No","No","No",2,100,96,99,98.33333333333333,23,24,22,23,64,64,63,63.666666666666664,95,65,99,68,90,60,37.2,37.4,37.5,37.36666666666667,"Orthopaedics","left knee fracture with dislocation, facial bruises","debridement, closed reduction and backslab","",10,"Anesthetic officer   ","III.   ","general anesthesia","","","","","yes","yes","yes","","","","yes","yes","yes","yes","yes","yes",2000,1000,{"$nulls":3},30,92,115,null,"No","No","Ward.  ","",0,null,91,90,"91",90.5,96,96,"95",96,18,18,"20",18,130,78,134,80,133,82,null,99,96,{"$nulls":10},5,8,{"$nulls":4},20,22,{"$nulls":4},"","","","","","","sensur lotion, paracetamol, tramadol","sensur lotion, paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,77,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","sensur","lotion,","paracetamol,","tramadol","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[34,"Female","No",{"$nulls":9},"No","No","No",2,100,99,99,99.33333333333333,22,20,16,19.333333333333332,64,63,69,65.33333333333333,135,63,138,63,132,62,37.1,37.4,37.2,37.233333333333334,"Orthopaedics","open fracture tibia","debridement and backslab","",19,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","yes","",null,1000,{"$nulls":3},80,35,43,null,"No","No","Ward.  ","",0,null,73,70,"71",71.5,99,99,"99",99,16,16,"18",16,92,46,95,50,94,48,null,99,{"$nulls":11},0,{"$nulls":5},18,{"$nulls":5},"","","","","","","paracetamol, diclofenac, tramadol","","","","","","Not applicable","Not applicable","Alive","","","","Yes","Not applicable","Alive",3,43,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","diclofenac,","tramadol","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[28,"Male","No",{"$nulls":9},"No","No","No",1,99,99,99,99,17,18,16,17,110,93,88,97,127,80,131,78,120,70,37.7,37.7,37.7,37.7,"Neurosurgery","acute epidural hematoma","craniotomy","along the suture line",19,"Anesthetic officer   ","IV","general anesthesia","","yes","yes","","yes","yes","","","","","yes","yes","yes","yes","yes","",3000,{"$nulls":4},90,145,165,null,"No","No","Ward.  ","",3,null,70,72,"71",71,100,100,"100",100,23,26,"27",24.5,100,65,120,66,123,67,null,99,99,{"$nulls":10},2,6,{"$nulls":4},17,20,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,305,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[33,"Male","No",{"$nulls":9},"No","No","No",3,100,98,99,99,14,16,17,15.666666666666666,87,88,89,88,124,73,126,75,128,76,36.7,36.8,36.8,36.766666666666666,"Orthopaedics","gunshot to the right thigh with open fracture femur","debridement and backslab","",9,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","yes","yes",2600,{"$nulls":4},70,52,65,null,"No","No","Ward.  ","",0,null,54,54,"54",54,100,100,"100",100,21,22,"23",21.5,101,66,93,62,112,72,null,99,97,98,{"$nulls":9},2,6,2,{"$nulls":3},14,16,13,{"$nulls":3},"","","","","","","paracetamol, pethidine","paracetamol, pethidine","paracetamol, pethidine","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,211,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","pethidine","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[67,"Female","No",{"$nulls":9},"No","No","No",5,98,96,96,96.66666666666667,16,18,17,17,88,89,88,88.33333333333333,119,71,119,71,122,72,37.4,37.3,37.4,37.36666666666667,"Cardiothoracic","oesophageal tumor","feeding tube","midline-supraumbilical",9,"Senior house officer   ","IV","Regional anesthesia","yes","yes","","yes","yes","","","","","","","","","","","",null,2700,{"$nulls":3},24,73,94,null,"No","No","Ward.  ","",0,null,103,94,"99",98.5,96,94,"94",95,21,22,"23",21.5,122,72,121,82,144,83,null,99,{"$nulls":11},1,{"$nulls":5},11,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,175,1,"60yrs or more","Female","Female","No","No","No","No","No","No","No","No","Cardiothoracic","Cardiothoracic&General Surgery","resp failure high risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","IV","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[35,"Male","No",{"$nulls":9},"No","No","No",2,95,95,96,95.33333333333333,22,19,19,20,128,130,130,129.33333333333334,81,49,83,50,82,48,36.8,36.7,36.8,36.766666666666666,"Neurosurgery","depressed skull fracture","elevation and duroplasty","through the suture lines",18,"Anesthetic officer   ","II.    ","general anesthesia","yes","yes","","yes","yes","","","","","","yes","yes","","yes","yes","",2500,{"$nulls":4},100,100,120,null,"No","No","Ward.  ","",0,null,70,73,"72",71.5,99,99,"99",99,15,16,"16",15.5,109,74,122,77,120,80,null,99,{"$nulls":11},1,{"$nulls":5},14,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,154,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[26,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,14,15,17,15.333333333333334,75,74,73,74,108,72,106,73,104,75,36.8,36.7,36.7,36.733333333333334,"Neurosurgery","","craniotomy and elevation","",24,"Anesthetic officer   ","IV","general anesthesia","","yes","","","yes","yes","","","","","yes","yes","","yes","yes","",null,1000,{"$nulls":3},50,90,108,null,"No","No","Ward.  ","",null,null,68,69,"67",68.5,99,99,"99",99,19,21,"20",20,117,76,118,78,120,80,null,99,{"$nulls":11},2,{"$nulls":5},15,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,360,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[58,"Male","No",{"$nulls":9},"No","No","No",1,97,98,96,97,18,17,20,18.333333333333332,53,55,58,55.333333333333336,133,71,122,60,98,53,37.6,37.5,37.7,37.6,"Neurosurgery","chronic subdural hematoma","burr hole and drainage","burr hole",19,"Anesthetic officer   ","II.    ","general anesthesia","","","","","","yes","","","","","yes","yes","","yes","","",null,1500,{"$nulls":3},130,72,98,null,"No","No","Ward.  ","",0,null,100,106,"104",103,98,99,"98",98.5,20,22,"20",21,128,88,126,86,124,84,null,99,{"$nulls":11},2,{"$nulls":5},22,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Not applicable","Not applicable","Alive","Yes","No","Alive",3,33,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[45,"Female","Yes",2,14,{"$nulls":7},"No","No","No",1,97,96,97,96.66666666666667,16,15,17,16,92,100,90,94,112,76,108,73,105,73,36.5,36.5,36.5,36.5,"Cardiothoracic","oesophageal cancer","gastrostomy placement","midline",12,"Anesthetic officer   ","IV","Regional anesthesia","","","","yes","yes","","","","","","","","","yes","yes","",null,1500,{"$nulls":3},75,108,121,null,"No","No","Ward.  ","",3,null,102,96,"100",99,98,100,"99",99,18,17,"17",17.5,108,73,98,66,100,63,null,98,{"$nulls":11},1,{"$nulls":5},14,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,186,1,"36-59","Female","Female","Yes","Yes","No","No","No","No","No","No","Cardiothoracic","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[37,"Male","No",{"$nulls":9},"No","No","No",1,100,100,100,100,25,20,17,20.666666666666668,55,57,60,57.333333333333336,149,55,135,60,148,60,37.4,37.9,37.7,37.666666666666664,"Neurosurgery","compound fracture with depressed skull fracture","elevation and craniotomy","traumatic flap",20,"Anesthetic officer   ","II.    ","general anesthesia","","","","","","","yes","","","","yes","yes","yes","yes","yes","yes",500,{"$nulls":4},30,53,75,null,"No","No","Ward.  ","",0,null,89,83,"86",86,99,99,"99",99,26,25,"25",25.5,178,99,149,83,170,70,null,98,96,{"$nulls":10},0,0,{"$nulls":4},25,16,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,10,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[25,"Female","No",{"$nulls":9},"No","No","No",2,98,96,98,97.33333333333333,20,17,18,18.333333333333332,68,68,64,66.66666666666667,119,60,118,64,116,70,35.4,35.3,35.4,35.36666666666667,"General surgery","right upper arm wound","surgical toilet and suture","",26,"Anesthetic officer   ","I.     ","general anesthesia","","","yes","","yes","","","","","","","","","","","",null,500,{"$nulls":3},30,20,25,null,"No","No","Ward.  ","",7,null,74,72,"72",73,100,95,"96",97.5,20,18,"20",19,131,85,132,82,136,88,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,115,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[65,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,19,22,24,21.666666666666668,72,74,70,72,129,66,127,68,126,70,36.8,36.8,36.7,36.766666666666666,"Cardiothoracic","cancer of the esophagus","gastrostomy tube placement","",15,"Anesthetic officer   ","I.     ","general anesthesia","","","yes","","","","","","","","yes","yes","","yes","yes","",300,{"$nulls":4},100,25,40,null,"No","No","Ward.  ","",5,null,65,67,"66",66,99,99,"99",99,16,18,"17",17,98,68,95,67,94,66,null,99,{"$nulls":11},3,{"$nulls":5},18,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,348,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","Cardiothoracic","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[27,"Male","Yes",2,0,{"$nulls":7},"Yes","No","No",1,99,96,98,97.66666666666667,18,16,21,18.333333333333332,94,91,96,93.66666666666667,155,95,157,96,153,93,38.1,38.6,38.4,38.36666666666667,"General surgery","acute appendicitis","appendicectomy","oblique",16,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",500,{"$nulls":4},60,60,75,null,"No","No","Ward.  ","",0,null,101,99,"96",100,100,99,"99",99.5,21,23,"23",22,143,78,144,80,141,81,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,52,1,"18-35","Male","Male","Yes","Yes","Yes","1","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[27,"Male","No",{"$nulls":9},"No","No","No",1,99,99,99,99,28,26,30,28,119,121,124,121.33333333333333,138,77,136,74,128,69,37.8,37.6,37.8,37.733333333333334,"Orthopaedics","left gustily 3b, open fracture distal tibia","debridement and backstab","",17,"Anesthetic officer   ","II.    ","general anesthesia","","","yes","","","","","","","","yes","","","","","",null,500,{"$nulls":3},70,30,40,null,"No","No","Ward.  ","Nasal prongs",4,null,87,86,"86",86.5,99,99,"99",99,16,20,"18",18,123,50,128,49,126,55,null,99,{"$nulls":11},3,{"$nulls":5},14,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,26,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[35,"Female","No",{"$nulls":9},"No","No","No",0,99,99,99,99,16,20,18,18,123,122,121,122,110,58,113,60,118,66,35,36,35,35.333333333333336,"General surgery","Incarcerated incisional hernia","Herniorhaphy","Transverse",12,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","yes",500,{"$nulls":4},50,75,96,null,"No","No","Ward.  ","",0,null,56,54,"54",55,100,99,"99",99.5,24,22,"22",23,120,76,126,68,136,84,null,98,{"$nulls":11},0,{"$nulls":5},16,{"$nulls":5},"","","","","","","Paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,18,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","Paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[58,"Female","No",{"$nulls":9},"No","No","No",1,96,97,97,96.66666666666667,26,26,20,24,87,88,89,88,155,91,158,96,140,93,36,36,36,36,"General surgery","strangulated umbilical hernia","herniorrhaphy","",19,"Anesthetic officer   ","II.    ","general anesthesia","","","","","","","","","","","yes","yes","","","yes","",{"$nulls":5},20,120,132,null,"No","No","Ward.  ","",3,null,100,103,"102",101.5,99,96,"94",97.5,18,18,"18",18,140,84,142,82,137,86,{"$nulls":25},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,97,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[33,"Male","No",{"$nulls":9},"No","No","No",2,95,96,95,95.33333333333333,18,19,17,18,78,77,77,77.33333333333333,133,88,136,89,132,85,36.6,36.5,36.5,36.53333333333333,"Neurosurgery","acute epidural hematoma","craniotomy","horse shoe",18,"Anesthetic officer   ","III.   ","general anesthesia","","","","","","yes","","","","","yes","yes","yes","yes","yes","yes",4200,{"$nulls":4},180,170,190,null,"No","No","Ward.  ","",0,null,68,62,"64",65,99,99,"99",99,18,19,"18",18.5,119,78,136,78,124,68,null,99,99,{"$nulls":10},1,3,{"$nulls":4},17,18,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,287,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[31,"Male","No",{"$nulls":9},"No","No","No",3,99,99,99,99,20,22,24,22,89,87,88,88,130,85,137,88,134,89,37.2,37.1,37.2,37.16666666666667,"Neurosurgery","acute epidural hematoma","craniotomy","along the suture line",27,"Anesthetic officer   ","III.   ","general anesthesia","","yes","","","yes","yes","","","","","yes","yes","yes","yes","yes","",3000,{"$nulls":4},70,124,134,null,"No","No","Ward.  ","",0,null,75,72,"73",73.5,99,99,"99",99,21,22,"22",21.5,110,68,112,67,114,75,null,99,99,{"$nulls":10},1,1,{"$nulls":4},14,16,{"$nulls":4},"","","","","","","paracetamol, diclofenac","paracetamol, diclofenac","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,336,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","diclofenac","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[32,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,16,18,18,17.333333333333332,68,65,62,65,115,70,110,72,103,64,36.5,36.5,36.5,36.5,"Orthopaedics","laceration left knee","surgical toilet and suture","",23,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","yes","yes","yes",500,{"$nulls":4},15,75,99,null,"No","No","Ward.  ","",0,null,79,82,"79",80.5,99,99,"99",99,17,18,"17",17.5,116,66,118,67,108,67,null,99,{"$nulls":11},1,{"$nulls":5},12,{"$nulls":5},"","","","","","","paracetamol, tramadol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,247,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[44,"Female","No",null,null,1,0,1,0,0,0,0,"No","No","No",0,100,98,99,99,20,22,18,20,78,82,78,79.33333333333333,120,89,130,65,128,68,36.5,37,36.7,36.733333333333334,"General surgery","epigastric hernia","herniorhaphy","transverse",16,"Anesthetic officer   ","I.     ","general anesthesia","","","yes","","","","","","","","yes","","","yes","yes","",null,1000,{"$nulls":3},180,80,100,null,"No","No","Ward.  ","",null,null,90,94,"92",92,100,99,"99",99.5,16,18,"15",17,120,68,130,70,135,68,null,99,{"$nulls":11},0,{"$nulls":5},20,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",3,23,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,3]
[38,"Male","No",{"$nulls":9},"No","No","No",1,99,99,99,99,18,16,20,18,76,74,78,76,110,70,118,68,112,64,37.4,37.2,37.1,37.23333333333333,"Neurosurgery","depressed skull fracture in a polytrauma patient","elevation and duroplasty","traumatic flap",12,"Anesthetic officer   ","III.   ","general anesthesia","","yes","","","","yes","","","","","yes","yes","","yes","yes","",3000,{"$nulls":4},80,110,140,null,"No","No","Ward.  ","",0,null,112,111,"110",111.5,98,95,"96",96.5,18,19,"18",18.5,100,66,90,60,108,72,null,92,{"$nulls":5},100,{"$nulls":11},18,{"$nulls":5},"mechanical  ventilator","","","","","","paracetamol, morphine","","","","","","","","","","","","Not applicable","Not applicable","Dead",3,37,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,1,1,0,0,0,0,0,0,1,"Dead","Dead","Dead","100-","100-","paracetamol,","morphine","","","","","80-",1,"Yes",1,0,0,0,0,1,{"$nulls":4},1,1,1,1,0,0,0,3]
[44,"Male","No",{"$nulls":9},"No","No","No",8,95,95,94,94.66666666666667,30,30,30,30,119,115,118,117.33333333333333,85,65,84,63,122,97,36.9,36.9,36.9,36.9,"Orthopaedics","open fracture right tibia","debridement and backslab","",32,"Anesthetic officer   ","II.    ","general anesthesia","yes","","","yes","","","","","","","","","","yes","yes","yes",800,{"$nulls":4},60,22,33,null,"No","No","Ward.  ","",2,null,114,113,"113",113.5,99,99,"99",99,18,18,"18",18,147,101,156,111,123,83,null,100,100,{"$nulls":10},3,1,{"$nulls":4},15,19,{"$nulls":4},"","","","","","","pethidine, paracetamol","pethidine, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,167,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","pethidine,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[46,"Male","No",null,2,0,1,0,0,0,0,0,"No","No","No",2,100,96,96,97.33333333333333,18,18,20,18.666666666666668,99,100,94,97.66666666666667,115,44,113,66,117,62,37,37.2,37.4,37.199999999999996,"Orthopaedics","open fracture patella","debridement and backslab","",15,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","","",500,{"$nulls":4},30,15,30,null,"No","No","Ward.  ","",0,null,86,84,"84",85,99,99,"99",99,23,25,"24",24,114,60,116,60,123,62,null,98,{"$nulls":11},0,{"$nulls":5},18,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,99,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[64,"Male","No",{"$nulls":9},"No","No","No",2,100,100,100,100,19,21,20,20,70,71,72,71,102,56,101,57,100,55,36.9,36.8,36.8,36.83333333333333,"Cardiothoracic","cancer of the esophagus","gastrostomy tube placement","midline",15,"Anesthetic officer   ","III.   ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",1500,{"$nulls":4},30,58,68,null,"No","No","Ward.  ","",3,null,59,57,"57",58,99,99,"99",99,19,20,"21",19.5,124,72,122,73,121,75,null,99,{"$nulls":11},0,{"$nulls":5},17,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,28,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","Cardiothoracic","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[68,"Male","No",null,null,1,0,1,0,0,0,0,"No","No","No",2,100,97,95,97.33333333333333,22,28,26,25.333333333333332,111,112,110,111,104,67,105,68,106,65,36.3,36.4,36.1,36.26666666666666,"Orthopaedics","open dislocated fracture right knee","debridement and backslab","",18,"Anesthetic officer   ","I.     ","Regional anesthesia","","","","yes","","","","","","","","","","","","",{"$nulls":5},10,50,70,null,"No","No","Ward.  ","",0,null,111,114,"113",112.5,99,99,"99",99,18,14,"16",16,120,78,121,71,118,67,null,99,95,{"$nulls":10},5,2,{"$nulls":4},20,18,{"$nulls":4},"","","","","","","paracetamol, ibuprofen","paracetamol, ibuprofen","","","","","Not applicable","Not applicable","Alive","Not applicable","Not applicable","Alive","Yes","No","Alive",4,64,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[68,"Male","No",null,null,0,1,1,0,0,0,0,"No","No","No",3,99,100,100,99.66666666666667,23,25,24,24,76,75,78,76.33333333333333,121,88,118,72,128,80,36.4,36.6,36.5,36.5,"Orthopaedics","open fracture tibia left","debridement and backslab","",10,"Anesthetic officer   ","II.    ","Regional anesthesia","","","","yes","","","","","","","","","","","","",null,1500,{"$nulls":3},80,78,100,null,"No","No","Ward.  ","",null,null,136,132,"133",134,100,99,"99",99.5,21,21,"23",21,104,65,108,59,106,62,null,93,97,{"$nulls":10},0,9,{"$nulls":4},28,18,{"$nulls":4},"","","","","","","diclofenac, paracetamol","paracetamol, ibuprofen","","","","","Not applicable","Not applicable","Alive","Yes","No","Alive","Yes","No","Alive",4,63,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","diclofenac,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[31,"Female","No",{"$nulls":9},"No","No","No",6,98,99,97,98,23,24,23,23.333333333333332,68,75,84,75.66666666666667,143,86,140,85,86,85,38.3,38.3,38.5,38.36666666666667,"General surgery","appendicular abscess","appendicectomy and abscess drainage","oblique",8,"Anesthetic officer   ","II.    ","Regional anesthesia","","","","yes","yes","","","","","","","","","yes","","",1000,{"$nulls":4},10,55,78,null,"No","No","Ward.  ","",3,null,63,63,"62",63,99,95,"96",97,21,22,"21",21.5,126,73,136,76,136,75,null,100,{"$nulls":11},0,{"$nulls":5},18,{"$nulls":5},"","","","","","","paracetamol, diclofenac","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,83,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","diclofenac","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[75,"Male","No",null,null,0,0,0,0,1,0,0,"No","No","No",2,99,99,99,99,24,23,24,23.666666666666668,116,115,117,116,142,97,155,96,155,101,37.7,37.7,37.7,37.7,"Neurosurgery","chronic subdural hematoma","craniotomy and evacuation","stl",18,"Anesthetic officer   ","IV","general anesthesia","","yes","","","","yes","","","","","yes","yes","yes","yes","","yes",1600,{"$nulls":4},80,126,138,null,"No","No","Ward.  ","",0,null,99,92,"95",95.5,100,99,"99",99.5,24,22,"22",23,131,82,137,88,130,76,null,100,98,{"$nulls":10},4,7,{"$nulls":4},16,18,{"$nulls":4},"","","","","","","paracetamol, tramadol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,236,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","tramadol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[32,"Male","No",{"$nulls":9},"No","No","No",2,98,99,98,98.33333333333333,25,21,21,22.333333333333332,67,71,65,67.66666666666667,129,91,115,78,105,72,37.3,37.4,37.3,37.33333333333333,"Orthopaedics","open right fracture tibia and fibula with closed fracture femur","debridement and backslab","",25,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","","",{"$nulls":5},70,100,120,null,"No","No","Ward.  ","",2,null,142,139,"139",140.5,98,99,"99",98.5,18,18,"18",18,101,66,92,67,92,61,null,98,97,{"$nulls":10},3,6,{"$nulls":4},20,15,{"$nulls":4},"","","","","","","paracetamol, pethidine","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,209,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","pethidine","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[44,"Male","No",{"$nulls":9},"No","No","No",1,99,99,99,99,14,15,16,15,78,79,79,78.66666666666667,148,101,135,87,126,90,36.3,36.3,36.3,36.3,"General surgery","paraplegic with grade 4 decubitus gluteal ulcers","debridement","",14,"Anesthetic officer   ","III.   ","general anesthesia","","yes","yes","","yes","","","","","","yes","","","yes","yes","",null,3600,{"$nulls":3},100,135,148,null,"No","No","Ward.  ","",0,null,67,68,"66",67.5,99,99,"99",99,13,15,"16",14,162,111,152,104,153,100,null,100,{"$nulls":11},0,{"$nulls":5},14,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,218,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[22,"Male","No",{"$nulls":9},"Yes","No","No",4,98,97,98,97.66666666666667,17,18,19,18,108,107,108,107.66666666666667,120,93,119,87,108,82,37.7,37.6,37.9,37.73333333333334,"Neurosurgery","acute epidural hematoma","craniotomy","along the sutur lines",19,"Senior house officer   ","IV","general anesthesia","","yes","","","yes","yes","","","","","yes","yes","yes","yes","yes","",3000,{"$nulls":4},90,105,125,null,"No","No","Ward.  ","",1,null,103,104,"100",103.5,97,96,"97",96.5,27,26,"27",26.5,108,81,108,90,110,84,null,99,99,{"$nulls":10},0,3,{"$nulls":4},14,20,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,329,1,"18-35","Male","Male","No","No","Yes","1","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","IV","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[23,"Male","No",{"$nulls":9},"No","No","No",1,99,98,99,98.66666666666667,27,26,27,26.666666666666668,121,120,121,120.66666666666667,139,109,149,85,153,65,37,37.1,37.1,37.06666666666666,"Neurosurgery","brain abscess","burr hole and drainage","burr holes",14,"Anesthetic officer   ","III.   ","general anesthesia","","","yes","","yes","yes","","","","","yes","yes","yes","yes","","",1600,1400,{"$nulls":3},35,58,75,null,"No","No","Ward.  ","",2,null,146,147,"143",146.5,98,98,"98",98,24,23,"23",23.5,96,77,94,71,137,107,null,100,99,{"$nulls":10},3,1,{"$nulls":4},17,19,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,165,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[63,"Female","no",{"$nulls":9},"No","No","No",4,99,100,98,99,22,20,23,21.666666666666668,68,67,69,68,112,64,118,47,106,55,36.6,36.5,36.5,36.53333333333333,"General surgery","supra umbilical hernia","mini laparotomy","midline, supra umbilical",18,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","","","",null,2000,{"$nulls":3},30,35,45,null,"No","No","Ward.  ","",0,null,72,70,"71",71,100,99,"99",99.5,18,20,"18",19,145,64,125,80,121,65,null,98,{"$nulls":17},16,{"$nulls":5},"","","","","","","diclofenac gel","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,78,1,"60yrs or more","Female","Female","no","Yes","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","diclofenac","gel","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[68,"Male","No",{"$nulls":9},"No","No","No",3,100,99,99,99.33333333333333,24,22,26,24,122,117,115,118,121,59,113,58,118,68,37.3,37.3,37.3,37.3,"General surgery","devolving injury right leg","debridement and wound exploration","",18,"Anesthetic officer   ","I.     ","Regional anesthesia","","","","yes","","","","","","","","","","","yes","",1000,{"$nulls":4},90,35,40,null,"No","No","Ward.  ","",0,null,50,52,"51",51,100,99,"99",99.5,17,19,"19",18,113,88,118,58,103,59,null,99,{"$nulls":11},2,{"$nulls":5},19,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,161,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[45,"Female","No",null,null,0,0,0,0,1,0,0,"No","No","No",1,99,98,99,98.66666666666667,13,13,11,12.333333333333334,112,109,106,109,100,66,90,60,80,60,37.3,37.4,37.3,37.33333333333333,"Cardiothoracic","cancer of the oesophagus","gastrostomy tube placement","",18,"Anesthetic officer   ","III.   ","general anesthesia","","","yes","","no","","","","","","yes","","","yes","yes","",300,400,{"$nulls":3},90,72,105,null,"No","No","Ward.  ","",2,null,112,109,"109",110.5,99,100,"99",99.5,13,15,"14",14,105,72,116,77,98,64,null,100,99,{"$nulls":10},2,3,{"$nulls":4},16,14,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,187,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","Cardiothoracic","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[31,"Female","No",{"$nulls":9},"No","No","No",3,100,99,99,99.33333333333333,20,22,24,22,81,80,80,80.33333333333333,110,69,100,67,100,65,37.7,37.7,37.7,37.7,"Orthopaedics","open fracture left tibia and fibula","debridement and backslab","",29,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","yes","",2000,{"$nulls":4},30,75,80,null,"No","No","Ward.  ","",0,null,99,97,"98",98,99,99,"99",99,19,19,"19",19,139,94,148,92,142,97,null,100,98,{"$nulls":10},4,5,{"$nulls":4},17,19,{"$nulls":4},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,234,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[41,"Male","Yes",null,4,{"$nulls":7},"Yes","No","No",2,100,99,99,99.33333333333333,32,30,30,30.666666666666668,138,138,137,137.66666666666666,130,87,134,89,135,88,36,35.6,35.3,35.63333333333333,"Orthopaedics","strangulated left inguinal hernia","herniorhaphy","",11,"Anesthetic officer   ","II.    ","Regional anesthesia","","","","yes","","","","","","","","","","yes","yes","",{"$nulls":5},50,55,75,null,"No","No","Ward.  ","",0,null,72,70,"72",71,99,98,"96",98.5,16,18,"17",17,119,67,116,72,115,74,null,92,95,{"$nulls":10},2,6,{"$nulls":4},19,22,{"$nulls":4},"","","","","","","sensor lotion","sensor lotion","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,71,1,"36-59","Male","Male","Yes","Yes","Yes","1","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","sensor","lotion","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[33,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,17,19,21,19,86,88,84,86,157,82,141,78,146,84,37.4,37.4,37.4,37.4,"General surgery","degloving foot injury","surgical toilet and suture","",22,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","yes","","","","","","","","","yes","yes","",2100,{"$nulls":4},60,137,152,null,"No","No","Ward.  ","",0,null,84,82,"83",83,99,99,"99",99,23,24,"24",23.5,145,82,143,83,142,78,null,99,{"$nulls":11},3,{"$nulls":5},18,{"$nulls":5},"","","","","","","paracetamol, sensur lotion","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,270,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","sensur","lotion","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[34,"Male","No",null,null,0,0,1,0,0,0,0,"No","No","No",1,99,98,99,98.66666666666667,18,20,20,19.333333333333332,78,77,75,76.66666666666667,122,72,120,70,118,67,37.4,37,37.2,37.2,"Neurosurgery","depressed skull fracture","elevation and evacuation","traumatic line",22,"Anesthetic officer   ","II.    ","general anesthesia","","yes","yes","","yes","yes","","","","","yes","","","","yes","",2000,1000,{"$nulls":3},180,150,170,null,"No","No","Ward.  ","",2,null,72,70,"71",71,100,99,"99",99.5,26,28,"25",27,128,72,127,79,128,70,null,98,{"$nulls":11},5,{"$nulls":5},22,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,95,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[65,"Male","No",{"$nulls":9},"No","No","No",2,99,98,98,98.33333333333333,21,22,24,22.333333333333332,100,103,106,103,123,70,121,69,119,68,37.2,37.1,37.2,37.16666666666667,"Neurosurgery","bilateral chronic subdural hematomas","bilateral burr holes","two linear along suture lines bilaterally",16,"Anesthetic officer   ","IV","general anesthesia","","","yes","","yes","yes","yes","","","","yes","yes","yes","yes","yes","",1000,{"$nulls":4},80,128,160,null,"No","No","Ward.  ","",2,null,72,74,"75",73,99,99,"99",99,24,22,"23",23,123,86,129,88,132,89,null,99,94,{"$nulls":4},15,15,{"$nulls":10},22,19,{"$nulls":4},"non rebreather mask","non rebreather mask","","","","","paracetamol","paracetamol","","","","","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead",4,359,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","lessthan 100mls",0,1,1,1,0,0,0,0,0,1,"Dead","Dead","Dead","100-","100-","paracetamol","","","","","","80-",2,"Yes",1,1,0,0,0,1,{"$nulls":4},1,1,1,1,0,0,0,4]
[30,"Male","No",{"$nulls":9},"No","No","No",2,99,100,99,99.33333333333333,21,23,18,20.666666666666668,86,85,86,85.66666666666667,120,70,117,67,120,89,36.7,36.5,36.3,36.5,"Orthopaedics","traumatic amputation of right 3rd and 4th digit","stump refashioning","( was reoperated on due to sepsis )",22,"Anesthetic officer   ","I.     ","general anesthesia","","","yes","","yes","yes","","","","","yes","yes","","","yes","",1000,0,{"$nulls":3},80,50,70,null,"No","No","Ward.  ","",4,null,81,82,"80",81.5,98,96,"96",97,22,21,"20",21.5,121,72,117,76,115,74,null,99,98,{"$nulls":10},5,8,{"$nulls":4},22,20,{"$nulls":4},"","","","","","","codeine, paracetamol","codeine, paracetamol","","","","","Yes","No","Alive","Not applicable","Not applicable","Alive","Yes","No","Alive",4,68,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","codeine,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[23,"Male","No",{"$nulls":9},"No","No","No",1,99,99,100,99.33333333333333,18,20,18,18.666666666666668,130,132,130,130.66666666666666,109,60,109,66,104,59,36.5,36,36.2,36.233333333333334,"Orthopaedics","mangled right foot","below knee amputation","",9,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","yes","",1000,1500,900,null,null,200,75,65,null,"No","No","Ward.  ","",0,null,62,64,"66",63,99,99,"99",99,22,26,"24",24,118,60,116,58,114,68,null,100,99,{"$nulls":10},3,9,{"$nulls":4},18,16,{"$nulls":4},"","","","","","","tramadol, diclofenac, paracetamol","tramadol, diclofenac, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,25,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","tramadol,","diclofenac,","paracetamol","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[72,"Male","No",null,null,0,0,1,0,0,0,0,"No","No","No",2,99,99,99,99,24,25,22,23.666666666666668,82,84,85,83.66666666666667,110,90,130,92,132,95,36.9,36.8,36.8,36.83333333333333,"General surgery","blunt abdominal trauma with splenic injury","exploratory laparotomy","midline",9,"Anesthetic officer   ","III.   ","general anesthesia","","yes","yes","","yes","yes","yes","","","","yes","yes","yes","yes","yes","",3000,{"$nulls":4},300,134,156,null,"No","No","Ward.  ","",2,null,72,74,"72",73,99,99,"99",99,17,19,"17",18,126,92,119,85,122,83,null,99,98,{"$nulls":10},4,7,{"$nulls":4},19,21,{"$nulls":4},"","","","","","","paracetamol, pethidine, tramadol","paracetamol, tramadol","","","","","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead",4,323,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Dead","Dead","Dead","100-","100-","paracetamol,","pethidine,","tramadol","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[37,"Male","No",{"$nulls":9},"No","No","No",3,100,99,96,98.33333333333333,15,13,14,14,124,129,123,125.33333333333333,154,105,155,99,154,98,35.7,35.7,35.7,35.7,"Neurosurgery","right acute subdural hematoma and left frontal contusion","craniotomy","STL",17,"Anesthetic officer   ","IV","general anesthesia","","yes","yes","","yes","yes","","","","","yes","yes","yes","yes","yes","",2000,2000,{"$nulls":3},200,137,142,null,"No","No","Ward.  ","",2,null,67,65,"66",66,100,99,"99",99.5,16,17,"17",16.5,128,80,126,80,120,78,null,100,99,{"$nulls":10},3,1,{"$nulls":4},13,18,{"$nulls":4},"","","","","","","Paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,219,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","Paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[28,"Male","No",{"$nulls":9},"No","No","No",2,100,99,99,99.33333333333333,30,32,28,30,68,67,69,68,124,81,128,72,126,76,37.2,37.4,37.3,37.3,"Orthopaedics","open fracture tibia and fibula right","debridement, and backslab","",14,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","yes","","","","","","","","","yes","yes","yes",1000,1000,{"$nulls":3},100,25,40,null,"No","No","Ward.  ","",null,null,82,84,"82",83,99,99,"99",99,16,17,"16",16.5,118,52,114,56,116,58,null,93,91,{"$nulls":4},15,{"$nulls":11},18,22,{"$nulls":4},"non rebreather","mechanical ventilation","","","","","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","","","","","","","","","","","Not applicable","Not applicable","Dead",4,41,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,1,1,0,0,0,0,0,0,1,"Dead","Dead","Dead","0-","0-","paracetamol,","tramadol,","ibuprofen","","","","80-",1,"Yes",1,0,0,0,0,1,{"$nulls":4},1,1,1,1,0,0,0,4]
[74,"Female","No",null,null,1,0,0,0,0,0,0,"No","No","No",4,99,99,99,99,19,21,23,21,70,68,69,69,120,80,117,58,115,65,37.2,37.1,37.2,37.16666666666667,"Orthopaedics","diabetic foot","above knee amputation","",20,"Anesthetic officer   ","III.   ","Regional anesthesia","yes","","","yes","","","","","","","","","","yes","yes","",2000,{"$nulls":4},90,82,90,null,"No","No","Ward.  ","",5,null,72,70,"72",71,99,99,"99",99,19,17,"19",18,124,85,120,86,121,84,null,99,97,{"$nulls":10},2,4,{"$nulls":4},16,18,{"$nulls":4},"","","","","","","pethidine, paracetamol","pethidine, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,345,1,"60yrs or more","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","pethidine,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[35,"Female","No",{"$nulls":9},"No","No","No",2,100,99,99,99.33333333333333,20,22,24,22,73,75,75,74.33333333333333,130,72,134,70,138,67,37.2,37.3,37.3,37.266666666666666,"Orthopaedics","open fracture tibia and fibula","debridement and backslab","",19,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","","","yes","","","","","","","","","","","","",1000,{"$nulls":4},20,49,55,null,"No","No","Ward.  ","",0,null,90,92,"92",91,99,99,"99",99,17,19,"18",18,110,74,118,73,120,70,null,1,{"$nulls":11},3,{"$nulls":5},17,{"$nulls":5},"","","","","","","pethidine, paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,344,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","pethidine,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[26,"Male","No",{"$nulls":9},"Yes","No","No",3,96,97,95,96,18,19,18,18.333333333333332,75,73,74,74,109,49,96,56,103,58,37.3,37.4,37.3,37.33333333333333,"Neurosurgery","acute epidural hematoma","craniotomy","horseshoe",17,"Anesthetic officer   ","IV","general anesthesia","","yes","yes","","yes","yes","yes","","yes","","yes","yes","yes","yes","yes","",3000,null,900,100,null,450,165,187,null,"No","No","Ward.  ","",0,null,55,56,"55",55.5,99,98,"99",98.5,24,25,"24",24.5,101,60,103,60,100,61,null,99,98,{"$nulls":10},2,1,{"$nulls":4},15,18,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,261,1,"18-35","Male","Male","No","No","Yes","1","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[70,"Female","No",{"$nulls":9},"No","No","No",2,99,99,99,99,24,23,24,23.666666666666668,67,68,69,68,102,55,103,58,115,67,38,38,38,38,"Neurosurgery","subdural hematoma","burr holes","",29,"Anesthetic officer   ","IV","general anesthesia","","yes","","","yes","yes","","","","","yes","","","","yes","",null,4000,{"$nulls":3},30,156,175,null,"No","No","Ward.  ","",3,null,67,66,"65",66.5,100,100,"100",100,21,23,"22",22,119,67,125,74,123,73,null,99,99,{"$nulls":10},2,4,{"$nulls":4},15,17,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,304,1,"60yrs or more","Female","Female","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[23,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,20,22,24,22,120,122,121,121,122,84,121,85,125,89,36.7,36.8,36.7,36.733333333333334,"General surgery","intestinal obstruction due to adhesions","exploratory laparotomy and adhesionlysis","midline",13,"Anesthetic officer   ","III.   ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",1600,{"$nulls":4},100,89,95,null,"No","No","Ward.  ","",2,null,74,75,"73",74.5,99,99,"99",99,14,16,"17",15,123,64,120,62,123,60,null,100,100,{"$nulls":10},3,2,{"$nulls":4},14,{"$nulls":5},"","","","","","","pethidine, paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,341,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","pethidine,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[22,"Male","No",{"$nulls":9},"No","No","No",1,99,100,99,99.33333333333333,14,15,16,15,106,91,94,97,129,75,124,70,126,75,36.7,36.4,36.2,36.43333333333333,"Neurosurgery","depressed skull fracture","debridement","",9,"Anesthetic officer   ","III.   ","general anesthesia","","","","","","","","","","","yes","yes","yes","","yes","",2000,{"$nulls":4},90,132,156,null,"No","No","Ward.  ","",2,null,99,94,"95",96.5,95,94,"95",94.5,18,18,"20",18,123,102,126,76,123,74,null,99,100,{"$nulls":10},2,6,{"$nulls":4},17,18,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Not applicable","Not applicable","","Not applicable","Not applicable","","Yes","No","Alive",4,46,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[18,"Male","No",{"$nulls":9},"No","No","No",1,100,99,98,99,16,17,18,17,75,74,78,75.66666666666667,129,55,119,81,120,80,36.6,36.6,36.6,36.6,"Neurosurgery","acute epidural hematoma","craniotomy","",18,"Anesthetic officer   ","III.   ","general anesthesia","","","yes","","yes","yes","","","","","yes","yes","yes","yes","yes","",4000,{"$nulls":4},240,134,147,null,"No","No","Ward.  ","",0,null,99,98,"97",98.5,99,99,"99",99,17,14,"16",15.5,127,84,134,88,147,97,null,100,99,{"$nulls":10},2,4,{"$nulls":4},14,16,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,229,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[32,"Male","No",{"$nulls":9},"No","No","No",1,100,100,100,100,23,23,23,23,112,106,105,107.66666666666667,150,90,159,90,159,90,37.5,37.4,37.5,37.46666666666667,"Neurosurgery","acute epidural hematoma","craniotomy","horse shoe",9,"Anesthetic officer   ","IV","general anesthesia","","yes","yes","","yes","yes","","","","yes","yes","yes","yes","yes","yes","",3000,{"$nulls":4},200,150,160,null,"No","No","Ward.  ","",0,null,104,106,"105",105,98,98,"98",98,19,21,"20",20,160,94,163,88,160,96,null,98,96,{"$nulls":10},0,2,{"$nulls":4},15,17,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,240,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[33,"Male","No",{"$nulls":9},"No","No","No",2,100,99,99,99.33333333333333,21,20,20,20.333333333333332,66,64,62,64,116,60,118,58,112,68,37.4,37.5,37.4,37.43333333333334,"Neurosurgery","left frontal acute epidural hematoma","craniotomy","horse shoe",18,"Anesthetic officer   ","IV","general anesthesia","","yes","yes","","yes","yes","yes","","","","yes","yes","yes","yes","yes","",2000,null,null,400,300,200,150,173,null,"No","Yes","Ward.  ","Simole face mask   ",null,10,68,65,"66",66.5,100,99,"99",99.5,24,24,"24",24,137,83,135,80,136,84,null,92,95,{"$nulls":4},10,20,{"$nulls":4},5,2,{"$nulls":4},20,16,{"$nulls":4},"non rebreather mask","mechanical ventilator","","","","","paracetamol, ketamine, morphine","paracetamol, ketamine, morphine","","","","","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead",4,142,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",1,1,0,1,0,0,0,0,0,1,"Dead","Dead","Dead","100-","100-","paracetamol,","ketamine,","morphine","","","","80-",2,"Yes",1,1,0,0,0,1,{"$nulls":4},0,1,1,1,0,1,0,4]
[27,"Male","No",{"$nulls":9},"No","No","No",2,100,100,100,100,26,28,26,26.666666666666668,98,99,100,99,83,50,85,50,87,54,36.8,36.8,36.7,36.766666666666666,"Orthopaedics","open right tibia and fibula fracture","debridement and backslab","",12,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","yes","","","","","","","","","yes","","",3000,{"$nulls":4},50,30,45,null,"No","No","Ward.  ","",0,0,100,95,"96",97.5,98,98,"98",98,20,22,"21",21,139,72,141,77,139,82,null,99,{"$nulls":11},0,{"$nulls":5},18,{"$nulls":5},"","","","","","","pethidine, paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,130,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","pethidine,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[18,"Male","No",{"$nulls":9},"No","No","No",2,99,97,98,98,19,21,20,20,74,72,76,74,133,94,115,69,114,81,37.5,37.5,37.5,37.5,"Neurosurgery","compound fracture","craniotomy and elevation","horse shoe",27,"Anesthetic officer   ","III.   ","general anesthesia","","yes","","","yes","yes","yes","","yes","","yes","yes","yes","yes","yes","",2000,{"$nulls":4},90,172,192,null,"No","No","Ward.  ","",0,null,73,70,"71",71.5,99,99,"99",99,24,26,"24",25,141,91,146,89,145,83,null,99,95,{"$nulls":10},3,5,{"$nulls":4},18,21,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,286,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[62,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,19,17,15,17,92,93,94,93,124,92,123,90,126,89,37.8,37.7,37.7,37.733333333333334,"Neurosurgery","Subdural hematoma","Burrholes","Burr holes",8,"Anesthetic officer   ","IV","general anesthesia","","yes","","","yes","yes","","","","","yes","yes","yes","yes","yes","",2500,{"$nulls":4},100,132,146,null,"No","No","Ward.  ","",0,null,85,88,"86",86.5,99,99,"99",99,19,18,"17",18.5,140,89,137,95,138,93,null,99,99,{"$nulls":10},2,4,{"$nulls":4},16,18,{"$nulls":4},"","","","","","","Paracetamol","Paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,302,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","Paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[24,"Male","No",{"$nulls":9},"No","No","No",2,99,97,96,97.33333333333333,20,22,24,22,104,107,110,107,131,86,135,89,148,92,37.6,37.6,37.6,37.6,"Orthopaedics","compartment syndrome, fracture distal phalanges","fasciotomy and debridement","",15,"Senior house officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","yes","yes","",3000,{"$nulls":4},10,20,30,null,"No","No","Ward.  ","",0,null,105,103,"105",104,99,99,"99",99,23,22,"23",22.5,148,92,142,97,155,96,null,100,98,{"$nulls":10},0,2,{"$nulls":4},20,22,{"$nulls":4},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,235,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[26,"Female","No",{"$nulls":9},"No","No","No",3,100,100,100,100,19,18,19,18.666666666666668,90,92,89,90.33333333333333,98,66,105,75,102,66,36.7,36.5,36.6,36.6,"Neurosurgery","right frontal acute epidural hematoma","craniotomy","horse shoe",16,"Anesthetic officer   ","IV","general anesthesia","","yes","yes","","","yes","yes","","","","yes","yes","yes","yes","yes","",2000,1000,{"$nulls":3},200,145,158,null,"No","No","Ward.  ","",0,null,78,84,"81",81,100,100,"100",100,25,24,"25",24.5,84,54,78,40,103,66,null,100,99,{"$nulls":10},1,5,{"$nulls":4},23,19,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,274,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[57,"Male","No",{"$nulls":9},"No","No","Yes",2,99,99,99,99,21,19,20,20,83,84,85,84,119,70,121,71,117,69,37.2,37.3,37.3,37.266666666666666,"Neurosurgery","acute epidural hematoma","craniotomy","horse shoe",26,"Anesthetic officer   ","III.   ","general anesthesia","","yes","yes","","yes","yes","yes","","yes","","","yes","yes","yes","yes","",1400,{"$nulls":4},100,78,88,null,"No","No","Ward.  ","",0,null,77,77,"77",77,99,99,"99",99,15,17,"16",16,100,68,109,65,107,66,null,100,99,{"$nulls":10},2,4,{"$nulls":4},14,16,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,27,1,"36-59","Male","Male","No","No","No","No","No","No","Yes","Yes","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[28,"Male","No",{"$nulls":9},"No","No","No",1,98,97,96,97,20,16,18,18,120,124,128,124,150,90,155,88,159,94,37.8,37.7,37.8,37.766666666666666,"Neurosurgery","polytrauma with fracture with acute frontoparietal  epidural hematoma","craniectomy       and duroplasty","horse shoe",8,"Anesthetic officer   ","IV","general anesthesia","","yes","","","yes","yes","","","","","yes","yes","","yes","yes","",1000,1500,null,200,200,200,240,270,null,"No","yes","Ward.  ","Non rebreather mask   ",0,10,86,85,"84",85.5,94,95,"93",94.5,16,18,"17",17,130,80,135,85,138,87,null,95,93,{"$nulls":4},15,{"$nulls":11},18,20,{"$nulls":4},"non rebreather mask","mechanical ventilator","","","","","paracetamol, ketamine, morphine","paracetamol, ketamine, morphine","","","","","Yes","Not applicable","Dead","Yes","Not applicable","Dead","Yes","Not applicable","Dead",4,22,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",1,1,0,0,0,0,0,0,0,1,"Dead","Dead","Dead","100-","100-","paracetamol,","ketamine,","morphine","","","","80-",1,"Yes",1,0,0,0,0,1,{"$nulls":4},0,1,1,1,0,1,0,4]
[30,"Male","No",{"$nulls":9},"No","No","No",1,98,96,95,96.33333333333333,19,21,19,19.666666666666668,120,120,119,119.66666666666667,123,77,117,72,125,68,37.8,37.7,37.8,37.766666666666666,"Orthopaedics","open fracture head of proximal phalanges","surgical toilet and suture","",10,"Anesthetic officer   ","I.     ","Regional anesthesia","","","","yes","yes","","","","","","","","","","yes","",1800,{"$nulls":4},90,32,55,null,"No","No","Ward.  ","",1,null,104,104,"103",104,100,99,"99",99.5,18,20,"19",19,124,72,124,88,120,72,null,98,97,{"$nulls":10},2,4,{"$nulls":4},23,19,{"$nulls":4},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,100,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[36,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,15,17,15,15.666666666666666,96,98,97,97,118,72,128,80,109,72,36.2,36.3,36.2,36.233333333333334,"Orthopaedics","open fracture tibia and fibula","debridement and backslab","",18,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","yes","",null,1300,{"$nulls":3},50,72,80,null,"No","No","Ward.  ","",0,null,54,63,"60",58.5,98,99,"99",98.5,13,14,"13",13.5,119,72,125,68,104,64,null,99,97,{"$nulls":10},1,4,{"$nulls":4},15,14,{"$nulls":4},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,196,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[48,"Male","No",{"$nulls":9},"No","No","No",2,100,100,100,100,19,19,19,19,113,115,116,114.66666666666667,92,65,91,55,92,65,37.4,37.4,37.4,37.4,"Neurosurgery","chronic subdural hematoma","burr hole and drainage","burr holes",17,"Anesthetic officer   ","IV","general anesthesia","","yes","","","yes","yes","yes","","yes","","yes","yes","yes","yes","yes","yes",null,2500,{"$nulls":3},120,87,95,null,"No","No","Ward.  ","",0,null,118,114,"116",116,98,97,"98",97.5,19,21,"20",20,92,63,87,64,95,62,null,99,96,{"$nulls":10},0,3,{"$nulls":4},13,15,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,205,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[45,"Male","No",{"$nulls":9},"No","No","No",2,98,99,99,98.66666666666667,21,20,22,21,80,86,84,83.33333333333333,129,82,127,80,124,83,37.3,37.3,37.2,37.266666666666666,"Cardiothoracic","cancer of the esophagus","gastrostomy tube placement","midline",19,"Anesthetic officer   ","III.   ","Regional anesthesia","yes","yes","yes","yes","","","","","","","","","","yes","","",2000,{"$nulls":4},40,56,65,null,"No","No","Ward.  ","",0,null,75,77,"76",76,99,99,"99",99,15,16,"15",15.5,130,80,129,81,132,84,null,98,99,98,{"$nulls":9},2,0,0,{"$nulls":3},16,18,19,{"$nulls":3},"","","","","","","paracetamol","paracetamol","paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,266,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Cardiothoracic","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[38,"Male","No",{"$nulls":9},"No","No","No",3,99,98,99,98.66666666666667,28,19,17,21.333333333333332,89,83,86,86,109,55,120,64,111,57,37.7,37,36.5,37.06666666666667,"Neurosurgery","acute epidural hepatoma with a depressed skull fracture","craniotomy and fracture elevation","horse shoe",13,"Anesthetic officer   ","III.   ","general anesthesia","","","","","","yes","","","","","","yes","","yes","yes","yes",2000,{"$nulls":4},100,173,189,null,"No","No","Ward.  ","",4,null,78,71,"73",74.5,100,99,"99",99.5,26,24,"22",25,114,51,122,54,112,54,null,100,99,99,{"$nulls":9},8,5,0,{"$nulls":3},26,16,14,{"$nulls":3},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,9,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","tramadol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[30,"Female","No",{"$nulls":9},"No","No","No",4,99,100,98,99,25,27,22,24.666666666666668,88,90,92,90,165,92,157,100,166,106,36.6,36.6,36.5,36.56666666666667,"General surgery","septic arthritis of the knee joint","incision and drainage","",13,"Anesthetic officer   ","III.   ","Regional anesthesia","","","","yes","","","","","","","","","","","","",null,500,{"$nulls":3},45,87,102,null,"No","No","Ward.  ","",2,null,88,89,"94",88.5,98,95,"96",96.5,15,18,"17",16.5,146,90,141,88,154,100,null,99,94,{"$nulls":10},1,3,{"$nulls":4},15,19,{"$nulls":4},"","","","","","","sensur lotion","sensur lotion","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,174,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","sensur","lotion","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[42,"Male","No",{"$nulls":9},"No","No","No",1,99,99,99,99,21,18,17,18.666666666666668,69,68,66,67.66666666666667,100,69,109,68,108,70,37.1,37,37.1,37.06666666666666,"General surgery","perineal abscess","incision and drainage","",19,"Senior house officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","","yes","",null,1000,{"$nulls":3},10,30,40,null,"No","No","Ward.  ","",0,null,72,74,"73",73,99,99,"99",99,18,19,"18",18.5,138,87,142,89,140,90,null,99,99,{"$nulls":10},2,0,{"$nulls":4},17,20,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,352,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[36,"Male","No",{"$nulls":9},"No","No","No",1,68,67,68,67.66666666666667,18,17,18,17.666666666666668,77,77,73,75.66666666666667,152,84,150,90,156,86,38,38.1,38,38.03333333333333,"Neurosurgery","left parietal depressed skull fracture","craniotomy, elevation and duroplasty","traumatic flap",18,"Anesthetic officer   ","III.   ","general anesthesia","","","","","","","","","","","yes","yes","yes","yes","","",4000,{"$nulls":4},30,100,130,null,"No","No","Ward.  ","",5,null,83,88,"85",85.5,100,94,"96",97,24,26,"28",25,153,84,152,86,158,90,null,100,{"$nulls":11},3,{"$nulls":5},20,{"$nulls":5},"","","","","","","","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,90,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[43,"Female","No",null,null,0,1,0,0,0,0,0,"No","No","No",1,99,99,99,99,15,17,19,17,78,78,75,77,133,81,131,82,137,84,37.5,37.3,37.6,37.46666666666667,"Orthopaedics","open fracture left femur, laceration left knee","debridement and backslab","",23,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","","","",1000,{"$nulls":4},40,20,30,null,"No","No","Ward.  ","",0,null,73,71,"72",72,98,99,"98",98.5,16,16,"17",16,123,71,121,72,126,70,null,100,{"$nulls":11},0,{"$nulls":5},20,{"$nulls":5},"","","","","","","paracetamol","","","","","","","No","Alive","Not applicable","Not applicable","","Yes","Not applicable","Alive",4,42,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[30,"Male","No",{"$nulls":9},"No","No","No",1,100,99,99,99.33333333333333,24,22,26,24,62,64,66,64,144,85,141,86,146,89,38.2,38.4,38.6,38.4,"Orthopaedics","open fracture tibia with compartment syndrome and tibial plateau fracture","debridement and POP with fasciotomy","linear",16,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","yes","yes","yes","","","","","","","","","","yes","",null,1000,{"$nulls":3},70,40,55,null,"No","No","Ward.  ","Nasal prongs",0,null,98,96,"96",97,100,100,"99",100,21,24,"22",22.5,121,74,123,72,125,74,null,99,99,{"$nulls":10},0,0,{"$nulls":4},20,19,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,39,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[63,"Female","No",{"$nulls":9},"No","No","No",2,99,99,99,99,19,17,18,18,70,68,69,69,102,57,104,74,104,89,38,37.9,37.8,37.9,"Neurosurgery","chronic subdural hematoma","burr hole","",20,"Anesthetic officer   ","III.   ","general anesthesia","","yes","","","yes","yes","","","yes","yes","yes","yes","yes","yes","yes","",2000,{"$nulls":4},100,95,125,null,"No","No","Ward.  ","",2,null,100,103,"102",101.5,99,99,"99",99,21,23,"22",22,99,75,102,74,103,72,null,99,97,{"$nulls":10},2,5,{"$nulls":4},15,17,{"$nulls":4},"","","","","","","pethidine, paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,346,1,"60yrs or more","Female","Female","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","pethidine,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[30,"Female","No",{"$nulls":9},"No","No","No",2,100,100,100,100,24,24,20,22.666666666666668,112,110,116,112.66666666666667,121,71,135,77,121,74,36.9,36.9,36.9,36.9,"Orthopaedics","open fracture right tibia and fibula","debridement and backslab","",18,"Anesthetic officer   ","II.    ","Regional anesthesia","","","","yes","","","","","","","","","","yes","yes","",200,{"$nulls":4},70,73,89,null,"No","No","Ward.  ","",4,null,90,87,"89",88.5,99,99,"99",99,17,19,"18",18,135,77,121,74,127,73,null,100,99,98,{"$nulls":9},0,3,2,{"$nulls":3},24,25,19,{"$nulls":3},"","","","","","","pethidine, paracetamol","pethidine, paracetamol","pethidine, paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,241,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","pethidine,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[27,"Male","No",{"$nulls":9},"No","No","No",2,100,99,98,99,15,17,16,16,128,127,121,125.33333333333333,121,75,120,68,118,71,37.8,37.7,37.7,37.733333333333334,"Neurosurgery","bifrontal compound fracture","craniotomy","horse shoe",16,"Anesthetic officer   ","II.    ","general anesthesia","","yes","","","","","","","","","yes","yes","yes","yes","yes","",1800,null,450,null,null,85,140,163,null,"No","No","Ward.  ","",0,null,115,114,"113",114.5,100,100,"100",100,17,19,"21",18,100,39,100,45,112,52,null,100,98,{"$nulls":10},3,5,{"$nulls":4},25,17,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,162,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[36,"Female","No",{"$nulls":9},"No","No","No",2,100,99,99,99.33333333333333,26,28,26,26.666666666666668,85,88,88,87,112,65,114,68,115,80,36.2,36.2,36.3,36.233333333333334,"General surgery","appendicular abscess","appendectomy","oblique",20,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","","","yes","","","","","","","","","","","yes","",null,1300,{"$nulls":3},40,58,67,null,"No","No","Ward.  ","",4,null,62,65,"66",63.5,99,99,"99",99,20,22,"22",21,110,58,114,60,116,62,null,100,{"$nulls":11},2,{"$nulls":5},21,{"$nulls":5},"","","","","","","paracetamol, ketamine, morphine","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,143,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ketamine,","morphine","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[25,"Male","No",{"$nulls":9},"No","No","No",2,100,100,100,100,24,22,22,22.666666666666668,89,88,89,88.66666666666667,110,56,101,45,99,36,36.2,36.2,36.2,36.2,"General surgery","testicular torsion","scrotal exploration","transverse",12,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","yes","",1100,{"$nulls":4},80,55,67,null,"No","No","Ward.  ","",0,null,96,98,"97",97,100,100,"100",100,26,26,"26",26,110,67,120,70,127,75,null,99,{"$nulls":11},3,{"$nulls":5},17,{"$nulls":5},"","","","","","","paracetamol, ibuprofen","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,155,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[42,"Male","No",{"$nulls":9},"No","No","No",2,100,98,99,99,23,24,20,22.333333333333332,65,66,64,65,132,88,134,89,136,87,37.7,37.6,37.5,37.6,"Orthopaedics","open fracture tibia right","debridement and backslab","",13,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","","","yes","","","","","","","","","","","yes","",1800,1700,{"$nulls":3},20,42,64,null,"No","No","Ward.  ","",0,null,58,57,"57",57.5,99,100,"100",99.5,29,28,"27",28.5,151,93,156,95,160,92,null,100,98,{"$nulls":10},10,9,{"$nulls":4},27,17,{"$nulls":4},"","","","","","","pethidine, paracetamol","pethidine, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,194,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","pethidine,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[43,"Female","No",{"$nulls":9},"No","No","No",2,95,98,96,96.33333333333333,20,17,19,18.666666666666668,58,61,64,61,117,68,115,74,116,73,36.8,37,36.5,36.766666666666666,"Neurosurgery","chronic subdural hematom","BURRHOLE and drainage","not applicable",18,"Anesthetic officer   ","III.   ","general anesthesia","","yes","","","","yes","yes","","","","yes","yes","","yes","yes","",2000,null,null,300,200,120,65,76,null,"No","No","Ward.  ","",0,null,108,106,"105",107,100,99,"99",99.5,28,26,"24",27,117,67,112,68,120,75,null,99,98,99,{"$nulls":9},1,8,9,{"$nulls":3},22,27,25,{"$nulls":3},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,8,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[43,"Male","No",{"$nulls":9},"No","No","No",3,99,99,99,99,14,16,15,15,75,77,78,76.66666666666667,120,86,123,90,121,89,36.8,36.7,36.8,36.766666666666666,"Neurosurgery","depressed skull fracture","elevation and evacuation","along the stl",15,"Anesthetic officer   ","III.   ","general anesthesia","","yes","","","yes","yes","","","","yes","yes","yes","yes","yes","yes","",1500,{"$nulls":4},90,120,140,null,"No","No","Ward.  ","",0,null,88,81,"82",84.5,100,100,"100",100,18,17,"17",17.5,125,86,127,89,129,91,null,99,99,{"$nulls":10},2,1,{"$nulls":4},19,23,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,353,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[32,"Male","No",{"$nulls":9},"Yes","No","No",1,98,98,98,98,20,22,20,20.666666666666668,85,88,86,86.33333333333333,125,78,130,70,132,84,37,37,36,36.666666666666664,"Neurosurgery","Acute epidural hematoma","Craniotomy","Horse shoe",13,"Anesthetic officer   ","III.   ","general anesthesia","","","yes","","yes","yes","","","","","yes","yes","","yes","yes","",null,2000,{"$nulls":3},150,120,145,null,"No","Yes","Ward.  ","Nasal prongs",2,5,72,74,"73",73,99,99,"99",99,18,20,"19",19,150,90,155,85,145,93,null,96,98,97,{"$nulls":3},8,2,{"$nulls":4},2,3,2,{"$nulls":3},22,18,16,{"$nulls":3},"Non rebreather mask","Nasal prongs","","","","","Paracetamol, ibuprofen","Paracetamol","","","","","Yes","No","Alive","Not applicable","Not applicable","Alive","Not applicable","Not applicable","Alive",4,17,1,"18-35","Male","Male","No","No","Yes","1","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",1,1,0,1,0,0,0,0,0,1,"Alive","Alive","Alive","100-","100-","Paracetamol,","ibuprofen","","","","","80-",2,"Yes",1,1,0,0,0,1,{"$nulls":4},0,1,0,1,0,1,0,4]
[19,"Male","No",{"$nulls":9},"No","No","No",2,99,100,100,99.66666666666667,20,22,22,21.333333333333332,72,70,74,72,152,89,150,87,149,85,37.4,37.5,37.6,37.5,"Neurosurgery","comminuted depressed frontal fracture elevation","elevation and duroplasty","traumatic flap",20,"Anesthetic officer   ","III.   ","general anesthesia","","","yes","","","","","","","","yes","yes","yes","yes","yes","",2000,1500,{"$nulls":3},40,140,160,null,"No","No","Ward.  ","",2,null,74,78,"75",76,99,98,"97",98.5,18,20,"20",19,124,63,124,60,124,57,null,98,95,{"$nulls":10},2,4,{"$nulls":4},14,20,{"$nulls":4},"","","","","","","tramadol, paracetamol","tramadol, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,123,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","tramadol,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[39,"Male","No",{"$nulls":9},"No","No","No",1,100,100,100,100,20,19,20,19.666666666666668,106,105,106,105.66666666666667,140,74,138,79,142,76,38.4,38.5,38.4,38.43333333333334,"General surgery","acute appendicitis","appendicectomy","Lanz",17,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",3000,{"$nulls":4},130,142,158,null,"No","No","Ward.  ","",2,null,95,91,"93",93,100,100,"100",100,22,24,"24",23,116,61,121,64,122,64,null,98,97,{"$nulls":10},0,3,{"$nulls":4},17,18,{"$nulls":4},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,246,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","tramadol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[30,"Male","No",{"$nulls":9},"No","No","No",3,100,98,99,99,13,16,15,14.666666666666666,89,87,88,88,120,60,132,70,136,68,34.9,35,35,34.96666666666667,"Neurosurgery","acute epidural hematoma","craniotomy","horse shoe",19,"Anesthetic officer   ","III.   ","general anesthesia","","yes","","","yes","","","","","","yes","yes","yes","yes","yes","",1500,2300,{"$nulls":3},60,150,170,null,"No","No","Ward.  ","",2,null,75,74,"73",74.5,99,99,"99",99,19,17,"18",18,152,78,142,80,144,82,null,98,97,{"$nulls":4},0,0,{"$nulls":4},2,1,{"$nulls":4},21,22,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",4,216,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,4]
[32,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,19,21,17,19,88,88,89,88.33333333333333,117,72,121,65,120,70,36.7,36.8,36.7,36.733333333333334,"Orthopaedics","open fracture right femur","debridement and backslab","",20,"Anesthetic officer   ","II.    ","general anesthesia","yes","yes","","yes","","","","","","","","","","","yes","",300,{"$nulls":4},32,35,47,null,"No","No","Ward.  ","",2,null,78,77,"76",77.5,100,100,"100",100,21,21,"21",21,130,85,120,72,120,62,null,99,96,{"$nulls":10},2,4,{"$nulls":4},17,18,{"$nulls":4},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,319,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[83,"Male","No",null,null,0,0,0,0,1,0,1,"No","No","No",3,98,99,100,99,16,14,14,14.666666666666666,114,118,115,115.66666666666667,124,73,120,68,113,65,36.7,36.7,36.7,36.7,"Neurosurgery","chronic subdural hematoma","burr holes","burr holes",17,"Anesthetic officer   ","III.   ","general anesthesia","","","","","","yes","","","","","yes","yes","","yes","yes","",2000,{"$nulls":4},70,70,92,null,"No","yes","Ward.  ","",3,5,65,67,"66",66,96,97,"97",96.5,20,18,"20",19,114,74,118,72,105,63,null,98,95,97,{"$nulls":3},2,{"$nulls":5},2,3,0,{"$nulls":3},18,16,18,{"$nulls":3},"nasal prongs","","","","","","paracetamol","paracetamol","paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,129,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",1,1,0,0,0,0,0,0,0,1,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",1,"Yes",1,0,0,0,0,1,{"$nulls":4},0,1,0,1,0,1,0,5]
[73,"Female","No",null,null,1,0,1,0,0,0,0,"No","No","No",2,100,95,99,98,18,19,20,19,89,89,89,89,108,68,102,66,97,60,37.3,37.4,37.3,37.33333333333333,"Orthopaedics","gangrenous right foot","above knee amputation","",14,"Senior house officer   ","III.   ","Regional anesthesia","yes","yes","yes","yes","yes","","","","","","yes","","","","","",{"$nulls":5},50,145,162,null,"No","No","Ward.  ","",3,null,96,98,"97",97,96,94,"95",95,30,31,"31",30.5,108,68,102,66,97,60,null,94,95,{"$nulls":10},2,3,{"$nulls":4},17,19,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,191,1,"60yrs or more","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[18,"Male","No",{"$nulls":9},"No","No","No",1,98,96,96,96.66666666666667,25,28,27,26.666666666666668,125,127,128,126.66666666666667,80,40,83,45,88,52,37.2,37.1,37.2,37.16666666666667,"General surgery","gunshot wounds in the abdomen","exploratory laparotomy","midline",9,"Anesthetic officer   ","IV","general anesthesia","","yes","yes","","yes","yes","","","yes","","yes","yes","yes","yes","yes","",2600,null,1350,500,300,1000,240,260,null,"Yes","No","HDU","",5,null,119,118,"118",118.5,96,97,"96",96.5,20,19,"20",19.5,98,62,95,60,90,58,null,93,97,{"$nulls":4},5,15,{"$nulls":4},5,{"$nulls":5},25,28,{"$nulls":4},"nasal prongs","non rebreather mask","","","","","paracetamol, pethidine, tramadol","paracetamol, pethidine, tramadol","","","","","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead",5,322,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,1,1,1,0,0,0,0,0,1,"Dead","Dead","Dead","100-","100-","paracetamol,","pethidine,","tramadol","","","","80-",2,"Yes",1,1,0,0,0,1,{"$nulls":4},1,1,1,1,0,0,0,5]
[45,"Male","No",{"$nulls":9},"No","No","No",0,99,98,97,98,17,19,22,19.333333333333332,77,86,58,73.66666666666667,94,50,93,56,117,73,36.9,37.5,37.1,37.166666666666664,"Neurosurgery","chronic subdural hematoma","burr hole and drainage","not applicable",12,"Anesthetic officer   ","III.   ","general anesthesia","no","no","no","no","no","yes","","yes","yes","yes","yes","yes","","yes","yes","yes",2000,{"$nulls":4},120,140,100,null,"No","No","Ward.  ","",null,null,59,63,"67",61,99,98,"97",98.5,18,15,"17",16.5,160,93,155,94,158,90,null,100,99,99,100,{"$nulls":8},0,2,1,3,null,null,22,20,16,17,null,null,"","","","","","","tramadol, paracetamol","tramadol, paracetamol","tramadol, paracetamol","tramadol, paracetamol","","","Not applicable","Not applicable","","Not applicable","Not applicable","","Yes","No","Alive",5,5,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","tramadol,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[30,"Female","No",{"$nulls":9},"No","No","No",2,99,99,99,99,20,20,20,20,62,64,60,62,130,70,134,72,132,67,37.3,37.3,37.3,37.3,"Orthopaedics","open fracture right tibia","debridement","",24,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","","",null,3200,{"$nulls":3},30,34,44,null,"No","No","Ward.  ","",0,null,52,54,"53",53,100,100,"100",100,14,16,"15",15,132,75,134,70,132,68,null,98,99,{"$nulls":10},2,5,{"$nulls":4},14,16,{"$nulls":4},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,256,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[26,"Female","No",{"$nulls":9},"No","No","No",0,100,99,99,99.33333333333333,20,18,22,20,89,91,94,91.33333333333333,123,102,126,73,123,74,36.6,36.9,36.6,36.699999999999996,"Orthopaedics","open fracture tibia and fibula","debridement and backslab","",14,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","","","",{"$nulls":5},30,40,30,null,"No","No","Ward.  ","",0,null,106,101,"105",103.5,98,96,"95",97,19,21,"20",20,126,75,125,71,124,70,null,99,96,{"$nulls":10},0,2,{"$nulls":4},18,16,{"$nulls":4},"","","","","","","tramadol","tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,74,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","tramadol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[43,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,21,20,19,20,100,98,99,99,119,90,123,92,124,89,37.1,37.2,37.1,37.13333333333333,"General surgery","right strangulated inguinal hernia","hernia repair","midline",24,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","yes","yes","",1700,{"$nulls":4},70,78,87,null,"No","No","Ward.  ","",5,null,74,72,"72",73,99,99,"99",99,19,18,"19",18.5,135,74,138,75,137,78,null,98,99,{"$nulls":10},0,2,{"$nulls":4},16,18,{"$nulls":4},"","","","","","","paracetamol, ibuprofen","paracetamol, ibuprofen","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,300,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[52,"Male","Yes",8,1,0,0,1,0,0,0,0,"No","No","No",2,92,95,96,94.33333333333333,18,19,22,19.666666666666668,82,84,89,85,107,67,108,68,102,66,36.6,36.8,36.6,36.666666666666664,"General surgery","fourniers gangrene","debridement","",10,"Anaesthesiologist","II.    ","Regional anesthesia","","","","yes","","","","","","","","","","","","",{"$nulls":5},20,60,85,null,"No","No","Ward.  ","",0,null,58,55,"56",56.5,99,99,"99",99,19,21,"20",20,98,64,102,66,101,67,null,95,94,{"$nulls":10},5,2,{"$nulls":4},20,18,{"$nulls":4},"","","","","","","paracetamol, ibuprofen","paracetamol, ibuprofen","","","","","Yes","No","Alive","Not applicable","Not applicable","","Yes","No","Alive",5,55,1,"36-59","Male","Male","Yes","Yes","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anaesthesiologist","Anaesthesiologist","Senior house officer/ Anaesthesiologist","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[90,"Male","Yes",6,0,0,0,1,0,1,0,1,"No","No","No",4,94,93,95,94,23,24,22,23,59,58,63,60,127,76,128,73,133,80,37.7,37.7,37.7,37.7,"Cardiothoracic","cancer esophagus","feeding gastrostomy","midline",13,"Senior house officer   ","III.   ","Regional anesthesia","yes","yes","","yes","yes","","","","","","","","","","yes","",2000,{"$nulls":4},20,55,68,null,"Yes","Yes","Ward.  ","Nasal prongs",0,3,63,61,"61",62,100,94,"95",97,20,22,"21",21,133,75,132,78,132,75,null,94,{"$nulls":11},0,{"$nulls":5},14,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,110,1,"60yrs or more","Male","Male","Yes","Yes","No","No","No","No","No","No","Cardiothoracic","Cardiothoracic&General Surgery","resp failure low risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",1,0,0,0,0,0,0,0,0,1,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"Yes",0,0,0,0,0,0,0,0,0,0,0,0,{"$nulls":3},1,0,5]
[55,"Male","No",null,null,0,0,1,0,0,0,0,"No","No","No",3,96,97,96,96.33333333333333,16,16,20,17.333333333333332,100,101,100,100.33333333333333,132,84,136,85,130,82,36.8,37,36.8,36.86666666666667,"Orthopaedics","closed fracture right tibia and fibula, open wound right thigh","debridement and backslab","",10,"Anesthetic officer   ","I.     ","Regional anesthesia","","","","yes","","","","","","","","","","yes","yes","",2000,{"$nulls":4},75,50,70,null,"No","No","Ward.  ","",null,null,88,88,"86",88,94,96,"95",95,24,22,"23",23,130,69,132,78,136,75,null,99,99,{"$nulls":10},1,3,{"$nulls":4},20,18,{"$nulls":4},"","","","","","","tramadol, paracetamol","tramadol, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,92,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","tramadol,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[40,"Male","No",{"$nulls":9},"No","No","No",2,100,100,100,100,14,16,14,14.666666666666666,97,101,103,100.33333333333333,132,72,134,81,132,76,37.5,37.5,37.5,37.5,"Neurosurgery","depressed right frontal skull fracture","debridement and elevation","",20,"Anesthetic officer   ","II.    ","general anesthesia","","yes","","","","yes","","","","","yes","yes","yes","","","",null,4500,200,null,null,120,185,210,null,"No","No","Ward.  ","",0,null,89,87,"88",88,99,99,"99",99,24,22,"24",23,140,93,143,92,142,90,null,100,99,99,{"$nulls":9},0,2,3,{"$nulls":3},24,18,18,{"$nulls":3},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,125,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","tramadol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[45,"Male","No",{"$nulls":9},"No","No","No",2,99,98,99,98.66666666666667,24,22,26,24,109,107,108,108,85,65,84,63,85,62,35.9,35.8,35.9,35.86666666666667,"Neurosurgery","acute epidural hematoma","craniotomy","horse shoe",20,"Anesthetic officer   ","III.   ","general anesthesia","","yes","","","yes","yes","yes","","","","yes","yes","","yes","yes","yes",3600,{"$nulls":4},300,100,113,null,"No","No","Ward.  ","",3,null,119,115,"117",117,99,99,"99",99,20,22,"24",21,122,97,120,95,119,77,null,99,100,{"$nulls":10},2,5,{"$nulls":4},18,17,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,326,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[38,"Male","No",{"$nulls":9},"No","No","No",3,100,99,99,99.33333333333333,22,24,22,22.666666666666668,49,51,49,49.666666666666664,100,50,103,52,100,54,36.8,36.7,36.8,36.766666666666666,"Neurosurgery","chronic subdural hematoma","burr holes","burr holes",19,"Anesthetic officer   ","III.   ","general anesthesia","","","","","","","yes","","","","yes","yes","yes","yes","yes","yes",3000,{"$nulls":4},100,88,100,null,"No","No","Ward.  ","",5,null,86,88,"88",87,98,99,"98",98.5,24,22,"22",23,123,60,128,68,126,66,null,99,96,{"$nulls":10},2,4,{"$nulls":4},24,22,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,144,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[23,"Male","No",{"$nulls":9},"No","No","No",3,98,97,98,97.66666666666667,15,17,17,16.333333333333332,19,21,23,21,130,88,129,87,128,78,36.5,36.6,36.7,36.6,"General surgery","acute appendicitis","appendicectomy","",26,"Anesthetic officer   ","III.   ","Regional anesthesia","","yes","","yes","","","","","","","","","","yes","yes","",2000,{"$nulls":4},100,85,95,null,"No","No","Ward.  ","",1,null,72,74,"73",73,99,99,"99",99,20,24,"23",22,134,89,136,85,138,88,null,100,100,{"$nulls":10},2,1,{"$nulls":4},15,17,{"$nulls":4},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,308,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[40,"Male","No",null,null,0,0,1,0,0,0,0,"No","No","No",2,100,99,98,99,17,19,20,18.666666666666668,102,104,106,104,119,60,104,59,116,63,35.7,35.7,35.7,35.7,"General surgery","splenic rupture","exploratory laparotomy and splenectomy","midline",10,"Anesthetic officer   ","IV","general anesthesia","","","yes","","","","","yes","","","yes","","","yes","yes","",4000,null,900,400,400,800,98,110,null,"No","No","Ward.  ","",3,null,118,119,"118",118.5,99,98,"99",98.5,17,18,"17",17.5,118,65,125,78,109,66,null,99,100,99,{"$nulls":9},4,5,2,{"$nulls":3},18,17,19,{"$nulls":3},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol, ibuprofen","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,158,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","paracetamol,","tramadol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[39,"Male","No",{"$nulls":9},"No","No","No",3,99,99,97,98.33333333333333,20,24,22,22,101,104,103,102.66666666666667,126,82,136,84,128,82,37.7,37.6,37.6,37.63333333333333,"Neurosurgery","depressed parietal fracture","elevation and evacuation","horse shoe",18,"Anesthetic officer   ","II.    ","general anesthesia","","","","","","yes","","","","","yes","yes","yes","yes","","",2000,1000,{"$nulls":3},100,140,150,null,"No","No","Ward.  ","",0,null,88,86,"85",87,97,98,"96",97.5,20,22,"20",21,122,71,127,65,125,78,null,98,99,{"$nulls":10},2,5,{"$nulls":4},24,20,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,108,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[37,"Male","No",{"$nulls":9},"No","No","No",1,100,98,99,99,18,22,18,19.333333333333332,92,92,91,91.66666666666667,105,73,108,73,112,76,36.8,36.5,36.7,36.666666666666664,"Orthopaedics","crushed left leg","above knee amputation","",18,"Anesthetic officer   ","II.    ","general anesthesia","yes","yes","","yes","","","","","","","","","","","yes","",1000,{"$nulls":4},90,80,95,null,"No","No","Ward.  ","",null,null,92,92,"91",92,98,99,"94",98.5,16,18,"17",17,108,73,105,65,107,70,null,100,99,{"$nulls":10},8,5,{"$nulls":4},20,18,{"$nulls":4},"","","","","","","paracetamol, diclofenac gel","diclofenac gel, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,56,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","diclofenac","gel","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[42,"Male","No",{"$nulls":9},"No","No","No",1,100,98,98,98.66666666666667,22,18,20,20,90,90,92,90.66666666666667,105,68,108,66,112,65,36.8,36.5,36.7,36.666666666666664,"Orthopaedics","open fracture tibia and fibula","debridement and backslab","",13,"Anesthetic officer   ","I.     ","Regional anesthesia","","","","yes","","","","","","","","","","","yes","",null,20000,{"$nulls":3},80,55,90,null,"No","No","Ward.  ","",0,null,100,104,"102",102,99,99,"99",99,14,17,"15",15.5,110,69,112,76,108,73,null,93,94,{"$nulls":10},2,1,{"$nulls":4},18,22,{"$nulls":4},"","","","","","","paracetamol, aceclofenac","paracetamol, aceclofenac","","","","","Yes","No","Alive","Not applicable","Not applicable","Alive","Not applicable","Not applicable","Alive",5,57,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","aceclofenac","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[66,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,21,23,20,21.333333333333332,112,111,109,110.66666666666667,100,66,90,60,90,60,37.3,37.3,37.4,37.333333333333336,"General surgery","incarcerated right inguinal hernia","herniorhaphy","oblique",13,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","yes","",700,{"$nulls":4},70,57,73,null,"No","No","Ward.  ","",0,null,109,106,"108",107.5,99,100,"99",99.5,20,18,"19",19,105,72,115,70,116,77,null,93,{"$nulls":11},7,{"$nulls":5},16,{"$nulls":5},"","","","","","","diclofenac gel","","","","","","Not applicable","No","Alive","","No","","Yes","","Alive",5,53,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","diclofenac","gel","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[34,"Male","No",{"$nulls":9},"No","No","No",2,99,100,98,99,22,24,26,24,72,70,74,72,144,87,140,85,142,88,37.8,37.7,37.8,37.766666666666666,"Orthopaedics","open left femur fracture","debridement and backslab","",19,"Senior house officer   ","I.     ","Regional anesthesia","yes","","","yes","","","","","","","","","","","yes","",2000,{"$nulls":4},50,68,77,null,"No","No","Ward.  ","",0,null,77,79,"78",78,99,99,"99",99,18,16,"18",17,115,57,116,58,118,60,null,100,98,{"$nulls":10},0,2,{"$nulls":4},20,22,{"$nulls":4},"","","","","","","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","","","","","Yes","No","Alive","Yes","yes","Alive","Yes","No","Alive",5,127,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol,","ibuprofen","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[21,"Male","No",{"$nulls":9},"No","No","No",2,96,95,95,95.33333333333333,16,18,17,17,91,93,90,91.33333333333333,121,72,123,70,124,68,37,37,37,37,"Orthopaedics","mangled right foot","below knee ampuation","",8,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","yes","","","","","","","","","yes","",2000,null,900,300,null,60,55,65,null,"No","No","Ward.  ","",0,null,59,60,"60",59.5,100,100,"100",100,18,18,"18",18,112,66,110,64,109,60,null,99,100,{"$nulls":10},0,3,{"$nulls":4},20,22,{"$nulls":4},"","","","","","","paracetamol,  ibuprofen","paracetamol,  ibuprofen","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,139,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[48,"Male","No",{"$nulls":9},"No","No","No",2,98,100,98,98.66666666666667,18,16,13,15.666666666666666,93,98,96,95.66666666666667,145,82,142,86,140,84,35.6,35.8,35.9,35.76666666666667,"Orthopaedics","open fracture right tibia and fibula","debridement and backslab","",16,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","","","yes","","","","","","","","","","","","",{"$nulls":5},20,55,80,null,"No","No","Ward.  ","",null,null,88,88,"88",88,98,96,"95",97,22,20,"21",21,88,54,99,63,92,61,null,92,95,{"$nulls":10},0,3,{"$nulls":4},16,20,{"$nulls":4},"","","","","","","paracetamol, ibuprofen","paracetamol, ibuprofen","","","","","Yes","yes","Alive","Yes","yes","Alive","Yes","yes","Alive",5,61,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[38,"Female","No",null,null,0,0,1,0,0,0,0,"No","No","No",2,100,100,100,100,23,22,24,23,59,61,60,60,124,72,122,74,120,75,37.2,37.3,37.2,37.233333333333334,"Orthopaedics","open fracture tibia and fibula","debridement and backslab","",20,"Anesthetic officer   ","III.   ","general anesthesia","yes","yes","","yes","","","","","yes","","","","","","yes","",3400,{"$nulls":4},20,45,65,null,"No","No","Ward.  ","",2,null,66,60,"64",63,99,99,"99",99,21,22,"24",21.5,99,68,101,67,103,89,null,99,99,100,{"$nulls":9},1,5,2,{"$nulls":3},17,19,21,{"$nulls":3},"","","","","","","paracetamol, ibuprofen, tramadol","paracetamol, ibuprofen, tramadol","paracetamol, ibuprofen, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","yes","Alive",5,310,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen,","tramadol","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[60,"Male","No",null,null,1,0,0,0,0,0,0,"No","No","No",3,99,99,99,99,21,23,24,22.666666666666668,70,72,74,72,102,56,104,54,104,50,37.2,37.3,37.2,37.233333333333334,"Neurosurgery","chronic subdural hematoma","burr hole and drainage","",17,"Anesthetic officer   ","III.   ","general anesthesia","","","yes","","yes","yes","","","","","yes","yes","yes","yes","yes","",2300,{"$nulls":4},20,69,67,null,"No","No","Ward.  ","",0,null,75,77,"76",76,99,99,"99",99,20,22,"22",21,98,45,102,55,100,52,null,99,98,{"$nulls":10},1,0,{"$nulls":4},16,18,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Not applicable","Not applicable","Dead","Not applicable","yes","","","","Dead",5,354,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Dead","Dead","Dead","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[27,"Male","No",{"$nulls":9},"No","No","No",1,98,97,96,97,16,18,18,17.333333333333332,66,68,66,66.66666666666667,90,62,94,56,88,52,37,37,36,36.666666666666664,"Orthopaedics","Mangled right lower limb","Above knee amputation","Not applicable",7,"Anesthetic officer   ","III.   ","general anesthesia","","","yes","","","yes","","","","","","","","","yes","",1000,1000,null,300,300,200,80,110,null,"No","yes","Ward.  ","Nasal prongs",1,5,78,80,"78",79,99,99,"99",99,18,20,"19",19,92,50,89,60,86,55,null,98,96,97,{"$nulls":3},5,2,{"$nulls":4},3,2,0,{"$nulls":3},18,20,22,{"$nulls":3},"Nasal prongs","Nasal prongs","","","","","Diclofenac, pethidine, paracetamol","Paracetamol, diclofenac, tramadol","Paracetamol, diclofenac, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,19,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",1,1,0,1,0,0,0,0,0,1,"Alive","Alive","Alive","0-","100-","Diclofenac,","pethidine,","paracetamol","","","","80-",2,"Yes",1,1,0,0,0,1,{"$nulls":4},0,1,0,1,0,1,0,5]
[29,"Male","No",{"$nulls":9},"No","No","No",2,100,99,99,99.33333333333333,14,18,16,16,87,86,89,87.33333333333333,132,89,135,88,136,84,37.8,37.7,37.7,37.733333333333334,"Orthopaedics","spinal cord injury with bilateral open femur fractures","debridement","",19,"Anesthetic officer   ","III.   ","general anesthesia","","","yes","","yes","","","","","","","","","yes","yes","",1000,{"$nulls":4},50,50,60,null,"Yes","No","Ward.  ","",3,null,68,69,"67",68.5,100,100,"100",100,26,29,"27",27.5,137,69,138,75,136,78,null,93,95,{"$nulls":5},15,{"$nulls":4},0,0,{"$nulls":4},24,27,{"$nulls":4},"","non rebreather mask","","","","","morphine, paracetamol","morphine, paracetamol","","","","","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead",5,278,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,1,1,0,0,0,0,1,"Dead","Dead","Dead","0-","0-","morphine,","paracetamol","","","","","0-",1,"Yes",0,1,0,0,0,0,1,{"$nulls":3},2,1,1,2,0,0,0,5]
[36,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,17,19,14,16.666666666666668,67,71,62,66.66666666666667,132,82,139,87,135,84,37.6,37.6,37.6,37.6,"Orthopaedics","open fracture tibia and fibula","debridement and backslab","",27,"Anesthetic officer   ","III.   ","Regional anesthesia","yes","yes","","yes","yes","","","","","","","","","","","",3000,{"$nulls":4},50,39,48,null,"No","No","Ward.  ","",0,null,78,77,"76",77.5,100,99,"99",99.5,25,26,"25",25.5,142,83,140,85,145,87,null,99,99,{"$nulls":10},5,7,{"$nulls":4},19,17,{"$nulls":4},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,276,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[24,"Female","No",{"$nulls":9},"No","No","No",3,99,99,99,99,24,26,22,24,78,77,76,77,108,70,106,69,104,68,37.5,37.5,37.4,37.46666666666667,"General surgery","acute appendicitis","appendicectomy","",20,"Anesthetic officer   ","III.   ","Regional anesthesia","","","","","","yes","yes","","","","yes","yes","","yes","yes","yes",1300,{"$nulls":4},100,65,73,null,"No","No","Ward.  ","",1,null,75,76,"77",75.5,99,99,"99",99,18,20,"19",19,124,85,123,89,120,88,null,99,99,{"$nulls":10},2,5,{"$nulls":4},19,15,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,301,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[21,"Male","No",{"$nulls":9},"Yes","No","No",4,100,100,100,100,20,20,18,19.333333333333332,60,62,58,60,139,79,142,86,125,68,37,37.2,37,37.06666666666667,"Orthopaedics","traumatic amputation of first, third and fourth phalanges","debridement and disarticulation","",18,"Anesthetic officer   ","II.    ","Regional anesthesia","","yes","","yes","","","","","","","","","","","yes","",1400,800,{"$nulls":3},90,53,62,null,"No","No","Ward.  ","",-6,null,74,72,"72",73,100,100,"100",100,12,12,"12",12,139,79,134,75,133,73,null,99,100,{"$nulls":10},8,4,{"$nulls":4},14,18,{"$nulls":4},"","","","","","","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,135,1,"18-35","Male","Male","No","No","Yes","1","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol,","ibuprofen","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[40,"Female","No",null,null,0,0,1,0,0,0,0,"No","No","No",3,99,99,99,99,17,19,17,17.666666666666668,122,123,124,123,119,89,111,76,110,67,37.2,37.3,37.2,37.233333333333334,"General surgery","pyomyositis","incision and drainage","",7,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","","","",{"$nulls":5},70,35,25,null,"No","No","Ward.  ","",0,null,68,69,"65",68.5,99,99,"99",99,20,21,"20",20.5,132,86,135,88,133,87,{"$nulls":25},"","","","","","","","","","","","","","","","","","","yes","no","alive",5,215,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"alive","Alive","Alive","0-","0-","","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[35,"Female","No",{"$nulls":9},"No","No","No",3,99,99,99,99,21,25,22,22.666666666666668,87,86,88,87,110,62,118,65,115,54,36,36.8,37,36.6,"Orthopaedics","fracture right tibia","debridement and backslab","not applicable",12,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","yes","no","yes","no","no","no","no","no","no","no","no","no","no","yes","yes",1000,{"$nulls":4},80,30,50,null,"No","No","Ward.  ","",0,null,75,78,"77",76.5,99,98,"99",98.5,22,18,"17",20,120,53,116,60,123,65,null,100,96,98,97,{"$nulls":8},0,4,3,1,null,null,16,21,18,17,null,null,"N/A","N/A","N/A","N/A","","","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","","","Yes","No","Alive","Not applicable","Not applicable","Alive","Not applicable","Not applicable","Alive",5,2,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol,","ibuprofen","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[19,"Male","No",{"$nulls":9},"No","No","No",2,100,99,99,99.33333333333333,21,23,22,22,74,75,70,73,125,94,135,93,132,93,37.3,37.4,37.4,37.36666666666667,"Orthopaedics","open fracture tibia and fibula","debridement","",25,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",1500,{"$nulls":4},30,40,50,null,"No","No","Ward.  ","",0,null,50,49,"50",49.5,99,99,"99",99,24,26,"25",25,120,76,118,79,119,78,null,99,99,{"$nulls":10},2,4,{"$nulls":4},17,18,{"$nulls":4},"","","","","","","morphine, paracetamol","morphine, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,284,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","morphine,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[36,"Male","No",{"$nulls":9},"No","No","No",1,99,99,99,99,23,21,22,22,88,89,103,93.33333333333333,154,100,156,106,157,100,37,36.8,37.2,37,"General surgery","acute appendicitis","appendicectomy","oblique",15,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","yes","",500,{"$nulls":4},100,52,70,null,"No","No","Ward.  ","",null,null,108,105,"106",106.5,99,99,"99",99,19,21,"20",20,119,71,119,71,122,72,null,100,{"$nulls":11},2,{"$nulls":5},18,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Not applicable","Not applicable","Alive","Yes","No","Alive",5,49,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[43,"Male","No",null,null,1,0,0,0,1,0,0,"No","No","No",2,98,99,98,98.33333333333333,16,16,17,16.333333333333332,104,97,117,106,118,64,120,78,116,61,37,37.1,37,37.03333333333333,"General surgery","acute appendicitis","appendicectomy","oblique",23,"Anesthetic officer   ","II.    ","Regional anesthesia","","","","yes","","","","","","","","","","","","",1500,{"$nulls":4},60,38,60,null,"No","No","Ward.  ","",5,null,85,88,"86",86.5,100,100,"100",100,23,25,"22",24,130,80,134,78,132,75,null,99,99,{"$nulls":10},3,5,{"$nulls":4},17,21,{"$nulls":4},"","","","","","","pethidine, paracetamol","pethidine, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,109,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","pethidine,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[45,"Male","No",{"$nulls":9},"No","No","No",1,100,99,99,99.33333333333333,28,28,26,27.333333333333332,78,79,78,78.33333333333333,140,87,142,91,146,89,37,37.1,37,37.03333333333333,"General surgery","acute appendicitis","appendicectomy","transverse",19,"Anesthetic officer   ","II.    ","Regional anesthesia","","yes","","yes","yes","","","","","","","","","","","",1000,{"$nulls":4},50,78,88,null,"No","No","Ward.  ","",3,null,88,87,"88",87.5,99,99,"99",99,22,22,"22",22,121,74,123,78,125,76,null,99,{"$nulls":11},3,{"$nulls":5},18,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,114,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[34,"Male","No",{"$nulls":9},"No","No","No",2,100,96,99,98.33333333333333,22,20,24,22,100,106,102,102.66666666666667,121,67,123,65,119,82,37.2,37.1,37,37.1,"Orthopaedics","right femur fracture with vascular injury","debridement and vascular injury","",22,"Anesthetic officer   ","II.    ","general anesthesia","","","","","","yes","yes","","","","yes","","","yes","","",700,{"$nulls":4},60,128,148,null,"No","No","Ward.  ","",0,null,82,80,"81",81,100,99,"99",99.5,20,20,"20",20,108,58,102,57,100,55,null,97,96,{"$nulls":10},0,0,{"$nulls":4},22,16,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,96,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[42,"Female","No",{"$nulls":9},"No","No","No",2,95,96,94,95,17,19,14,16.666666666666668,71,69,67,69,147,66,132,55,138,62,35.7,35.6,35.7,35.66666666666667,"Orthopaedics","open fracture left femur","debridement and backslab","",14,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",2800,300,{"$nulls":3},50,132,147,null,"No","No","Ward.  ","",0,null,71,69,"68",70,95,92,"93",93.5,17,14,"16",15.5,135,63,131,63,132,55,null,99,97,{"$nulls":10},2,5,{"$nulls":4},16,19,{"$nulls":4},"","","","","","","morphine, paracetamol","morphine, paracetamol","","","","","Yes","No","Alive","Yes","Not applicable","Alive","Yes","No","Alive",5,183,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","morphine,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[35,"Male","No",{"$nulls":9},"Yes","No","No",2,98,99,99,98.66666666666667,22,24,26,24,114,119,118,117,127,65,125,78,122,71,37.6,37.5,37,37.36666666666667,"Orthopaedics","left open ankle fracture","debridement and backstab","",17,"Anesthetic officer   ","II.    ","Regional anesthesia","","","","yes","","","","","","","","","","yes","","yes",{"$nulls":5},30,40,50,null,"No","No","Ward.  ","",0,null,97,102,"101",99.5,98,99,"98",98.5,22,22,"23",22,115,61,120,78,118,64,null,98,99,{"$nulls":10},4,1,{"$nulls":4},16,18,{"$nulls":4},"","","","","","","aceclofenac, paracetamol, tramadol","aceclofenac, paracetamol, tramadol","aceclofenac, paracetamol, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,24,1,"18-35","Male","Male","No","No","Yes","1","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","aceclofenac,","paracetamol,","tramadol","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[40,"Male","No",{"$nulls":9},"No","No","No",2,98,99,99,98.66666666666667,20,22,24,22,65,63,63,63.666666666666664,115,66,116,68,118,70,37.9,37.8,37.8,37.83333333333333,"Orthopaedics","open fracture right tibia","debridement and. backslab","",14,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","","",3000,{"$nulls":4},30,30,40,null,"No","No","Ward.  ","",0,null,97,99,"98",98,100,100,"100",100,18,18,"18",18,124,85,126,88,128,87,null,100,99,{"$nulls":10},1,3,{"$nulls":4},16,17,{"$nulls":4},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,255,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[18,"Male","No",{"$nulls":9},"No","No","No",1,99,99,98,98.66666666666667,22,24,20,22,68,70,68,68.66666666666667,108,67,105,64,101,64,36.3,35.8,36,36.03333333333333,"Orthopaedics","open fracture right tibia and dislocated left knee","reduction, debridement and backslab","",18,"Anesthetic officer   ","I.     ","Regional anesthesia","","","","yes","","yes","","","","","","","","","","",1550,{"$nulls":4},70,80,100,null,"No","No","Ward.  ","",0,null,96,98,"96",97,95,93,"94",94,20,22,"20",21,135,82,140,84,138,82,null,99,{"$nulls":11},0,{"$nulls":5},18,{"$nulls":5},"","","","","","","paracetamol, hedex","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,65,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","paracetamol,","hedex","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[60,"Male","No",{"$nulls":9},"No","No","No",2,98,95,96,96.33333333333333,20,21,24,21.666666666666668,74,72,70,72,137,82,122,69,128,70,36.9,36.9,36.9,36.9,"Neurosurgery","acute epidural hematoma","craniotomy","along the STL",23,"Anesthetic officer   ","III.   ","general anesthesia","","yes","yes","","yes","yes","yes","","","","yes","yes","yes","yes","yes","",2400,{"$nulls":4},100,159,167,null,"No","No","Ward.  ","",3,null,69,70,"71",69.5,99,99,"99",99,17,19,"18",18,122,69,128,70,126,72,null,99,94,{"$nulls":10},2,5,{"$nulls":4},19,23,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,317,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[46,"Male","No",null,0,1,1,1,0,0,0,0,"No","No","No",2,99,99,99,99,23,22,21,22,98,87,75,86.66666666666667,101,86,123,63,105,56,35.6,34.9,35.8,35.43333333333333,"General surgery","acute appendicitis","appendectomy","oblique",12,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","yes","",2000,0,0,0,0,25,60,80,null,"No","No","Ward.  ","",0,null,98,97,"96",97.5,100,100,"100",100,33,32,"32",32.5,110,80,120,60,110,56,null,99,98,100,97,98,98,0,0,0,0,0,0,0,0,0,0,0,0,34,34,34,34,32,32,"","","","","","","paracetamol","paracetamol","paracetamol","paracetamol","paracetamol","paracetamol","Yes","No","","Yes","No","","Yes","No","Alive",5,1,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[36,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,13,14,14,13.666666666666666,65,62,64,63.666666666666664,124,71,126,74,125,72,37.3,37.5,37.6,37.46666666666667,"General surgery","fourniers gangrene","scrotal debridement","",9,"Anesthetic officer   ","III.   ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","","",null,1000,{"$nulls":3},50,65,75,null,"No","No","Ward.  ","",2,null,56,55,"57",55.5,99,99,"99",99,25,26,"25",25.5,167,100,165,95,163,98,null,93,98,{"$nulls":10},1,3,{"$nulls":4},17,18,{"$nulls":4},"","","","","","","tramadol, paracetamo","tramadol, paracetamo","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,297,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","tramadol,","paracetamo","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[20,"Male","No",{"$nulls":9},"No","No","No",1,98,98,97,97.66666666666667,18,18,22,19.333333333333332,67,67,68,67.33333333333333,125,73,127,69,133,92,37.8,37.7,37.7,37.733333333333334,"Orthopaedics","traumatic amputation right arm","stump refashioning","",14,"Senior house officer   ","I.     ","general anesthesia","","","yes","","","","","","","","yes","","","","","",{"$nulls":5},30,22,40,null,"No","No","Ward.  ","",4,null,72,71,"71",71.5,98,98,"98",98,18,15,"18",16.5,155,86,165,101,156,95,null,94,96,{"$nulls":10},4,3,{"$nulls":4},22,20,{"$nulls":4},"","","","","","","pethidine, paracetamol","pethidine, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,88,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","I.     ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","pethidine,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[40,"Male","No",{"$nulls":9},"No","No","No",2,99,98,99,98.66666666666667,21,21,21,21,100,100,100,100,115,64,114,65,115,74,37.2,37.2,37.1,37.166666666666664,"Orthopaedics","open fracture right tibia and fibula","debridement anf backslab","",21,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",2000,{"$nulls":4},100,100,110,null,"No","No","Ward.  ","",3,null,95,95,"96",95,99,99,"99",99,18,19,"17",18.5,100,66,105,65,102,75,null,99,99,{"$nulls":10},4,2,{"$nulls":4},18,19,{"$nulls":4},"","","","","","","pethidine, paracetamol","pethidine, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,350,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","pethidine,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[26,"Male","No",{"$nulls":9},"No","No","No",3,100,100,100,100,18,17,17,17.333333333333332,78,77,77,77.33333333333333,134,82,135,79,137,78,38.4,38.3,38.2,38.3,"Orthopaedics","open left tibia and fibula fracture","debridement and backslab","",18,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","yes","",2200,{"$nulls":4},100,100,120,null,"No","No","Ward.  ","",0,null,100,103,"102",101.5,98,99,"96",98.5,20,20,"20",20,140,80,142,93,146,87,null,99,99,{"$nulls":10},1,3,{"$nulls":4},18,17,{"$nulls":4},"","","","","","","tramadol, paracetamol","tramadol, paracetamo","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,295,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","tramadol,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[36,"Male","No",{"$nulls":9},"No","No","No",3,100,99,99,99.33333333333333,24,22,23,23,59,58,57,58,148,92,156,93,138,88,36.7,36.8,36.7,36.733333333333334,"General surgery","aacute appendicits","appendicectomy","land",19,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","yes","",2100,{"$nulls":4},35,93,124,null,"No","No","Ward.  ","",3,null,92,94,"93",93,99,99,"99",99,24,22,"22",23,141,87,159,97,136,89,null,98,99,{"$nulls":10},3,1,{"$nulls":4},18,19,{"$nulls":4},"","","","","","","paracetamol, ibuprofen","paracetamol, ibuprofen","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,225,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","paracetamol,","ibuprofen","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[37,"Male","Yes",5,38,{"$nulls":7},"No","No","No",2,99,99,99,99,17,18,19,18,118,116,120,118,91,50,92,50,90,50,37.9,37.8,37.6,37.76666666666666,"Neurosurgery","compound fracture with acute epidural hematoma","craniotomy and elevation","traumatic flap",18,"Anesthetic officer   ","II.    ","general anesthesia","","","","","","yes","","","","","yes","yes","","yes","yes","",1000,1000,{"$nulls":3},90,160,175,null,"No","No","Ward.  ","",0,null,65,60,"62",62.5,99,100,"99",99.5,16,20,"18",18,114,62,104,62,113,62,null,99,98,99,{"$nulls":9},0,3,0,{"$nulls":3},22,20,26,{"$nulls":3},"","","","","","","paracetamol","paracetamol","paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,14,1,"36-59","Male","Male","Yes","Yes","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[23,"Male","No",null,0,{"$nulls":7},"No","No","No",2,98,100,98,98.66666666666667,20,18,20,19.333333333333332,68,70,71,69.66666666666667,124,67,116,64,124,64,38,38,38,38,"Orthopaedics","open fracture right tibia","debridement","",16,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","yes","","","","","","","","","","yes","",null,3000,{"$nulls":3},200,76,87,null,"No","No","Ward.  ","",0,null,66,65,"67",65.5,100,100,"100",100,24,22,"22",23,121,65,121,65,119,63,null,100,99,{"$nulls":10},4,5,{"$nulls":4},14,18,{"$nulls":4},"","","","","","","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,133,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol,","ibuprofen","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[51,"Male","No",{"$nulls":9},"No","No","No",2,100,100,100,100,15,16,15,15.333333333333334,97,105,95,99,157,67,168,68,180,76,35.9,35.9,35.9,35.9,"Orthopaedics","gangrenous diabetic foot","below knee amputation","",17,"Anesthetic officer   ","III.   ","Regional anesthesia","","","","yes","","","","","","","","","","yes","","",1000,{"$nulls":4},60,79,97,null,"No","No","Ward.  ","",0,null,91,100,"93",95.5,100,100,"100",100,16,18,"17",17,137,85,157,71,127,62,null,100,100,99,{"$nulls":9},5,1,2,{"$nulls":3},14,19,11,{"$nulls":3},"","","","","","","pregabalin, amitriptyline, paracetamol, tramadol","pregabalin, amitriptyline, paracetamol, tramadol","pregabalin, amitriptyline, paracetamol, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,243,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","pregabalin,","amitriptyline,","paracetamol,","tramadol","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[25,"Female","No",{"$nulls":9},"No","No","No",2,93,93,93,93,20,18,20,19.333333333333332,63,65,64,64,92,61,98,56,93,58,35.7,35.7,35.5,35.63333333333333,"Orthopaedics","open fracture right tibia and fibula","debridement","",26,"Anesthetic officer   ","III.   ","Regional anesthesia","yes","","","yes","","","","","","","","","","","","",3500,{"$nulls":4},70,70,85,null,"No","No","Ward.  ","",0,null,89,90,"93",89.5,100,96,"94",98,24,22,"23",23,120,80,119,69,120,80,null,99,93,{"$nulls":10},4,6,{"$nulls":4},24,20,{"$nulls":4},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,107,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[42,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,20,19,19,19.333333333333332,78,77,78,77.66666666666667,71,49,99,66,96,63,35.9,36,35.9,35.93333333333334,"Neurosurgery","right frontal temporal contusion","decompressive craniotomy","",24,"Anesthetic officer   ","III.   ","general anesthesia","","yes","yes","","yes","yes","yes","","yes","yes","yes","yes","yes","yes","yes","",3500,{"$nulls":4},150,152,175,null,"No","No","Ward.  ","",0,null,68,66,"67",67,99,99,"99",99,18,18,"17",18,102,68,100,68,101,70,null,99,99,{"$nulls":10},2,5,{"$nulls":4},25,27,{"$nulls":4},"","","","","","","morphine, paracetamol","morphine, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,291,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","morphine,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[30,"Male","No",null,null,0,0,1,0,0,0,0,"No","No","No",2,100,100,100,100,26,27,27,26.666666666666668,101,100,100,100.33333333333333,95,70,100,72,94,68,37.1,37.2,37,37.1,"Neurosurgery","chronic subdural hematoma","burr holes","",23,"Senior house officer   ","III.   ","general anesthesia","","yes","","","yes","yes","","","","","yes","yes","yes","yes","yes","",null,2000,{"$nulls":3},78,100,121,null,"No","No","Ward.  ","",5,null,94,90,"93",92,99,99,"99",99,20,22,"24",21,117,82,107,82,107,81,null,99,100,{"$nulls":10},1,0,{"$nulls":4},18,19,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,331,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[23,"Male","No",{"$nulls":9},"No","No","No",1,99,98,99,98.66666666666667,15,14,14,14.333333333333334,68,66,67,67,152,78,150,76,149,72,36.9,36.9,36.9,36.9,"Orthopaedics","open fracture right tibia and fibula","debridement and backslab","",15,"Anesthetic officer   ","II.    ","Regional anesthesia","","yes","","yes","","","","","","","","","","yes","yes","",{"$nulls":5},40,45,60,null,"No","No","Ward.  ","",1,null,89,88,"88",88.5,99,99,"99",99,29,27,"27",28,134,89,137,91,139,93,null,100,96,97,{"$nulls":9},2,4,5,{"$nulls":3},16,17,18,{"$nulls":3},"","","","","","","paracetamol, pethidine","paracetamol, pethidine","paracetamol, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,208,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","pethidine","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[32,"Male","No",{"$nulls":9},"No","No","No",2,99,98,99,98.66666666666667,20,18,20,19.333333333333332,75,74,74,74.33333333333333,125,83,120,80,124,87,37.4,37.5,37.4,37.43333333333334,"Neurosurgery","acute subdural hematoma","craniotomy","horse shoe",15,"Anesthetic officer   ","III.   ","general anesthesia","","","","","","yes","yes","","","","yes","yes","yes","yes","yes","",2000,1000,{"$nulls":3},150,156,165,null,"No","No","Ward.  ","",0,null,127,127,"128",127,96,96,"96",96,16,16,"16",16,83,49,83,51,79,46,null,98,97,{"$nulls":10},0,3,{"$nulls":4},17,18,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","yes","Alive","Yes","No","Alive",5,153,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[22,"Female","No",{"$nulls":9},"No","No","No",2,99,99,99,99,20,22,24,22,75,74,76,75,135,80,134,78,140,82,37.3,37.5,37.5,37.43333333333333,"Orthopaedics","open fracture femur right","debridement and backslab","",19,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","","",2500,{"$nulls":4},75,90,85,null,"No","No","Ward.  ","",0,null,66,69,"68",67.5,98,94,"95",96,16,18,"17",17,112,98,116,76,123,87,null,99,99,{"$nulls":10},2,4,{"$nulls":4},15,18,{"$nulls":4},"","","","","","","pethidine, paracetamol","pethidine, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",5,268,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","pethidine,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,5]
[34,"Male","No",{"$nulls":9},"No","No","No",2,97,96,95,96,12,14,12,12.666666666666666,85,86,88,86.33333333333333,108,42,107,43,109,50,36.6,36.6,36.7,36.63333333333333,"Orthopaedics","floating knee, open fracture tibia right","debridement and backslab","",12,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","yes","yes","",1000,{"$nulls":4},80,45,56,null,"No","No","Ward.  ","",0,null,60,59,"60",59.5,99,98,"98",98.5,24,22,"22",23,137,83,134,80,132,82,null,98,99,100,97,{"$nulls":8},0,3,2,0,null,null,16,20,24,22,null,null,"","","","","","","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,146,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[53,"Male","No",{"$nulls":9},"Yes","No","No",2,94,95,94,94.33333333333333,18,19,21,19.333333333333332,92,92,94,92.66666666666667,136,87,138,88,136,85,36.8,36.8,36.7,36.766666666666666,"Orthopaedics","open fracture left radius","debridement and backslab","",10,"Anesthetic officer   ","II.    ","general anesthesia","","","yes","","yes","","","","","","yes","","","","","",null,2200,{"$nulls":3},15,50,75,null,"No","No","Ward.  ","",3,null,80,82,"81",81,92,93,"91",92.5,16,18,"17",17,112,55,110,57,108,58,null,100,95,96,{"$nulls":9},3,2,4,{"$nulls":3},20,16,14,{"$nulls":3},"","","","","","","paracetamol,  morphine","paracetamol,  morphine","paracetamol,  morphine","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,145,1,"36-59","Male","Male","No","No","Yes","1","No","No","No","No","Orthopaedics","Orthopaedics","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","morphine","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[47,"Male","No",{"$nulls":9},"No","No","No",2,98,96,97,97,16,18,17,17,114,118,119,117,90,59,89,60,88,59,35.9,35.9,35.9,35.9,"General surgery","recurrent appendicits with abscess","exploratory laparotomy","sub umbilical midline incision",19,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","yes","",null,2300,{"$nulls":3},140,114,121,null,"No","No","Ward.  ","",2,null,117,114,"115",115.5,98,96,"97",97,24,22,"23",23,91,63,92,64,92,65,null,99,98,97,{"$nulls":9},4,5,2,{"$nulls":3},14,15,17,{"$nulls":3},"","","","","","","paracetamol, ibuprofen, tramadol","paracetamol, ibuprofen, tramadol","paracetamol, ibuprofen, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,206,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","ibuprofen,","tramadol","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[56,"Female","No",null,null,1,0,1,0,1,0,0,"No","No","No",2,97,98,97,97.33333333333333,19,24,22,21.666666666666668,119,112,103,111.33333333333333,91,47,88,45,89,52,35,36,35.5,35.5,"Orthopaedics","right diabetic foot","below knee amputation right","not applicable",23,"Anesthetic officer   ","II.    ","general anesthesia","","yes","","","","yes","","","","","yes","","","yes","yes","",1000,{"$nulls":4},150,50,80,null,"No","Yes","Ward.  ","Nasal prongs",0,5,118,114,"113",116,94,96,"95",95,19,21,"20",20,102,59,96,48,100,51,null,95,98,99,96,97,null,5,2,0,0,0,null,4,0,2,0,1,null,25,22,18,19,24,null,"nasal prongs","nasal prongs","","","","","paracetamol, ibuprofen, gabapentin, tramadol","paracetamol, ibuprofen, gabapentin, tramadol","paracetamol, ibuprofen, gabapentin, tramadol","paracetamol, ibuprofen, gabapentin, tramadol","paracetamol, ibuprofen, gabapentin, tramadol","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,3,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","morethan 100mls",1,1,0,1,0,0,0,0,0,1,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen,","gabapentin,","tramadol","","","80-",2,"Yes",1,1,0,0,0,1,{"$nulls":4},0,1,0,1,0,1,0,6]
[20,"Male","No",{"$nulls":9},"No","No","No",1,97,97,97,97,17,18,16,17,71,70,70,70.33333333333333,146,88,1135,78,133,78,37.5,37.5,37.4,37.46666666666667,"Orthopaedics","open fracture tibia and fibula","debridement and backslab","",24,"Senior house officer   ","II.    ","Regional anesthesia","","","","yes","","","","","","","","","","","yes","",500,{"$nulls":4},10,39,50,null,"No","No","Ward.  ","",0,null,72,71,"72",71.5,99,98,"99",98.5,18,18,"18",18,133,92,130,78,142,88,null,97,95,{"$nulls":10},5,9,{"$nulls":4},14,18,{"$nulls":4},"","","","","","","tramadol, paracetamol","tramadol, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,86,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","tramadol,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[35,"Male","No",{"$nulls":9},"No","No","No",3,100,98,99,99,19,18,21,19.333333333333332,110,109,108,109,140,90,140,92,138,83,37.7,36.8,36.9,37.13333333333333,"General surgery","necrotising fascitis of the left lower limb","debridement","not applicable",10,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",1000,1000,{"$nulls":3},100,100,130,null,"No","No","Ward.  ","",0,null,94,100,"96",97,99,99,"99",99,20,22,"21",21,99,58,107,53,93,52,null,99,98,99,100,{"$nulls":8},2,8,3,1,null,null,20,23,25,18,null,null,"","","","","","","paracetamol","paracetamol, tramadol","pethidine, paracetamol , diclofenac","pethidine, paracetamol , diclofenac","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,12,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[45,"Male","No",null,null,0,1,0,0,0,0,0,"No","No","No",4,99,99,100,99.33333333333333,24,26,24,24.666666666666668,78,76,77,77,180,101,176,100,173,99,35.8,35.7,35.8,35.766666666666666,"Orthopaedics","open fracture right tibia and fibula, closed fracture left tibia and fibula","debridement and backslab","",24,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",null,2000,{"$nulls":3},70,70,78,null,"No","No","Ward.  ","",0,null,76,77,"75",76.5,100,99,"99",99.5,20,22,"21",21,103,52,100,50,101,55,null,98,97,96,{"$nulls":9},0,0,0,{"$nulls":3},24,22,24,{"$nulls":3},"","","","","","","tramadol, paracetamol","tramadol, paracetamol","tramadol, paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,152,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","tramadol,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[43,"Female","No",{"$nulls":9},"No","No","No",2,99,99,99,99,20,22,24,22,85,84,83,84,96,66,88,65,90,63,37.1,37.1,37.1,37.1,"Cardiothoracic","cancer of the esophagus","gastrostomy tube placement","midline",20,"Anesthetic officer   ","III.   ","general anesthesia","","yes","","","yes","yes","yes","","yes","yes","yes","yes","yes","yes","yes","yes",800,{"$nulls":4},40,55,65,null,"No","No","Ward.  ","",0,null,64,62,"63",63,99,99,"99",99,17,19,"18",18,98,65,96,62,100,68,null,99,99,{"$nulls":10},2,4,{"$nulls":4},16,19,{"$nulls":4},"","","","","","","paracetamol, ibuprofen","paracetamol, ibuprofen","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,337,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","Cardiothoracic","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[35,"Male","No",{"$nulls":9},"No","No","No",2,96,97,97,96.66666666666667,20,20,20,20,87,86,87,86.66666666666667,110,75,115,75,114,76,37.8,37.7,37.8,37.766666666666666,"Orthopaedics","open fracture right tibia","debridement and backslab","",19,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","","","",2400,{"$nulls":4},50,35,45,null,"No","No","Ward.  ","",0,null,72,74,"72",73,99,99,"99",99,23,23,"23",23,114,74,112,76,114,78,null,100,97,{"$nulls":10},10,8,{"$nulls":4},16,18,{"$nulls":4},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,253,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[36,"Male","No",{"$nulls":9},"No","No","No",2,96,95,97,96,24,26,26,25.333333333333332,89,98,97,94.66666666666667,101,62,108,70,106,74,37.2,37.3,37.4,37.300000000000004,"Orthopaedics","open fracture left femur","debridement and backslab","",16,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","yes","yes","",3200,{"$nulls":4},40,45,56,null,"No","No","Ward.  ","",2,null,77,81,"78",79,99,99,"99",99,25,24,"24",24.5,105,66,105,61,98,62,null,99,98,{"$nulls":10},2,5,{"$nulls":4},20,21,{"$nulls":4},"","","","","","","tramadol, paracetamol","tramadol, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,259,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","tramadol,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[68,"Male","No",{"$nulls":9},"No","No","No",1,98,99,97,98,20,22,20,20.666666666666668,123,119,117,119.66666666666667,92,61,103,71,98,61,38.8,38.7,38.8,38.766666666666666,"Orthopaedics","polytrauma with open right fracture tibia and fibula","debridement and backslab","",15,"Anesthetic officer   ","III.   ","Regional anesthesia","","","","yes","","","","","","","","","","","","",3000,null,450,200,200,100,45,60,null,"No","No","Ward.  ","",2,null,121,122,"122",121.5,96,99,"96",97.5,26,24,"23",25,86,54,92,58,96,60,null,99,96,{"$nulls":10},5,2,{"$nulls":4},18,20,{"$nulls":4},"","","","","","","pethidine, paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,75,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","pethidine,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[25,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,24,23,21,22.666666666666668,67,62,64,64.33333333333333,134,84,130,85,128,87,37.2,37.4,37.5,37.36666666666667,"Orthopaedics","open fracture right tibia and fibula","debridement and backslab","",19,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","","",2400,{"$nulls":4},60,123,143,null,"No","No","Ward.  ","",0,null,75,77,"76",76,98,98,"98",98,16,18,"17",17,130,79,136,81,146,83,null,99,97,{"$nulls":10},1,5,{"$nulls":4},16,18,{"$nulls":4},"","","","","","","pethidine, paracetamol","pethidine, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,238,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","pethidine,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[21,"Male","No",{"$nulls":9},"No","No","No",1,93,94,92,93,20,24,25,23,119,117,118,118,92,61,103,71,98,61,37.9,37.8,37.9,37.86666666666667,"Neurosurgery","right frontotemporal epidural hematoma with contusions","decompressive craniectomy","horse shoe",9,"Anesthetic officer   ","IV","general anesthesia","","yes","","","","no","","","","","yes","yes","yes","yes","yes","",3400,null,null,400,null,300,200,230,null,"No","No","Ward.  ","",0,null,70,72,"71",71,95,93,"93",94,17,16,"16",16.5,110,52,113,54,110,56,null,93,92,95,{"$nulls":4},13,15,{"$nulls":3},3,{"$nulls":5},24,25,{"$nulls":4},"","non rebreather mask","non rebreather mask","","","","paracetamol","paracetamol","paracetamol","","","","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead",6,180,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,0,0,1,1,1,0,0,0,1,"Dead","Dead","Dead","100-","100-","paracetamol","","","","","","80-",2,"Yes",0,1,1,0,0,0,1,{"$nulls":3},2,1,1,2,0,0,0,6]
[42,"Male","No",null,null,1,0,0,0,0,0,0,"No","No","No",2,98,96,97,97,28,26,28,27.333333333333332,84,88,86,86,125,68,126,70,122,69,36.5,36.6,36.6,36.56666666666666,"Orthopaedics","open fracture tibia and fibula","debridement","",14,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",3700,{"$nulls":4},100,120,130,null,"No","No","Ward.  ","",3,null,81,83,"83",82,99,99,"99",99,20,18,"19",19,122,69,123,80,120,64,null,99,98,{"$nulls":10},3,5,{"$nulls":4},19,17,{"$nulls":4},"","","","","","","paracetamol, ibuprofen, tramadol","paracetamol, ibuprofen, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,318,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","ibuprofen,","tramadol","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[63,"Male","No",{"$nulls":9},"No","No","No",2,95,96,94,95,17,19,18,18,100,101,102,101,120,65,118,69,119,67,35.9,36.1,36.2,36.06666666666667,"Neurosurgery","intracerebral hemorhage with ventricual extension and hydrocephalus","external ventricular drain placement","",20,"Anesthetic officer   ","III.   ","general anesthesia","yes","yes","yes","","yes","","","","","","yes","","","yes","","yes",500,{"$nulls":4},30,30,50,null,"No","No","Ward.  ","",5,null,67,68,"67",67.5,99,99,"99",99,18,19,"18",18.5,130,73,128,75,126,89,null,99,{"$nulls":11},6,{"$nulls":5},18,{"$nulls":5},"","","","","","","paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,309,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[39,"Male","No",{"$nulls":9},"No","No","No",2,100,97,98,98.33333333333333,18,20,22,20,87,85,88,86.66666666666667,126,72,128,70,127,67,37,37,37,37,"Orthopaedics","open fracture right tibia and fibula","debridement and backslab","",18,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","","",250,{"$nulls":4},20,40,50,null,"No","No","Ward.  ","",3,null,52,58,"54",55,100,98,"99",99,16,16,"14",16,105,51,100,53,99,49,null,100,98,{"$nulls":10},0,5,{"$nulls":4},14,16,{"$nulls":4},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,141,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[62,"Male","No",null,null,1,0,1,0,0,0,0,"No","No","No",2,99,99,99,99,22,24,22,22.666666666666668,99,111,101,103.66666666666667,156,106,154,100,146,90,37.6,37.4,37.5,37.5,"General surgery","intestinal obstruction secondary to sigmoid volvulus","exploratory laparotomy","midland",11,"Anesthetic officer   ","II.    ","general anesthesia","","","","","","yes","","","","","yes","yes","","","yes","",3000,{"$nulls":4},200,110,150,null,"No","No","Ward.  ","",3,null,101,102,"102",101.5,99,99,"99",99,20,23,"22",21.5,146,85,141,86,142,88,null,99,99,100,{"$nulls":9},5,2,3,{"$nulls":3},18,18,20,{"$nulls":3},"","","","","","","ibuprofen, paracetamol","ibuprofen, paracetamol","ibuprofen, paracetamol","","","","Yes","No","Alive","","No","Alive","Yes","No","Alive",6,48,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","ibuprofen,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[33,"Female","No",{"$nulls":9},"No","No","No",1,99,99,99,99,24,26,22,24,94,110,88,97.33333333333333,127,80,131,78,120,70,36.8,36.7,36.8,36.766666666666666,"Orthopaedics","open right tibia and fibula fracture","debridement and backslab","",14,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","yes",2700,{"$nulls":4},70,65,75,null,"No","No","Ward.  ","",3,null,89,81,"85",85,99,99,"99",99,19,17,"17",18,121,71,115,63,103,57,null,99,98,{"$nulls":10},2,4,{"$nulls":4},18,16,{"$nulls":4},"","","","","","","paracetamol, ibuprofen, tramadol","paracetamol, ibuprofen, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,312,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen,","tramadol","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[25,"Male","No",{"$nulls":9},"No","No","No",3,100,100,100,100,24,22,23,23,133,131,130,131.33333333333334,144,77,129,64,134,66,37.6,37.6,37.6,37.6,"Orthopaedics","open fracture left tibia and fibula","debridement and backslab","",13,"Anesthetic officer   ","II.    ","Regional anesthesia","","","","yes","","","","","","","","","","yes","yes","",null,2000,{"$nulls":3},35,32,45,null,"No","No","Ward.  ","",0,null,110,108,"108",109,100,100,"100",100,19,17,"16",18,100,39,100,45,112,52,null,100,99,100,{"$nulls":9},2,6,1,{"$nulls":3},15,19,21,{"$nulls":3},"","","","","","","paracetamol, ibuprofen","paracetamol, ibuprofen","paracetamol, ibuprofen","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,160,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[58,"Male","No",null,null,1,1,1,0,0,0,0,"No","No","No",3,99,99,98,98.66666666666667,14,13,13,13.333333333333334,122,123,124,123,132,91,145,87,142,96,37.3,37.3,37.3,37.3,"Orthopaedics","diabetic foot","above knee amputation","",13,"Anesthetic officer   ","III.   ","Regional anesthesia","yes","","","yes","","","","","","","","","","","","",1400,{"$nulls":4},15,111,131,null,"No","No","Ward.  ","",0,null,105,104,"106",104.5,98,98,"98",98,14,16,"15",15,137,93,140,93,131,90,null,100,99,99,{"$nulls":9},4,6,2,{"$nulls":3},16,17,15,{"$nulls":3},"","","","","","","paracetamol, pregabalin, tramadol","paracetamol, pregabalin, tramadol","paracetamol, pregabalin, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,220,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","pregabalin,","tramadol","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[21,"Female","No",{"$nulls":9},"No","No","No",2,99,99,99,99,14,15,14,14.333333333333334,97,94,96,95.66666666666667,158,78,150,71,116,61,37.2,37.3,37.3,37.266666666666666,"General surgery","appendicits","appendicectomy","Lanz",8,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","yes","","",null,2000,{"$nulls":3},130,100,120,null,"No","No","Ward.  ","",0,null,96,96,"94",96,100,100,"100",100,15,16,"15",15.5,142,73,132,75,130,70,null,98,97,{"$nulls":10},1,4,{"$nulls":4},15,19,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,244,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[25,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,20,24,22,22,103,108,107,106,108,81,126,92,120,84,37.2,37.3,37.3,37.266666666666666,"Neurosurgery","open skull fracture","craniotomy and debridement","along the suture lines",10,"Senior house officer   ","III.   ","general anesthesia","","yes","","","yes","yes","","","","","yes","yes","yes","yes","yes","yes",2900,{"$nulls":4},110,89,98,null,"No","No","Ward.  ","",0,null,107,108,"107",107.5,97,97,"97",97,20,17,"25",18.5,109,81,126,92,119,87,null,99,99,{"$nulls":10},3,5,{"$nulls":4},27,30,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,328,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure high risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[52,"Male","No",{"$nulls":9},"No","No","No",4,99,99,96,98,20,21,20,20.333333333333332,88,85,86,86.33333333333333,100,87,110,84,113,83,37.2,37.1,37.2,37.16666666666667,"Neurosurgery","subdural hematoma","burr hole","",24,"Anesthetic officer   ","III.   ","general anesthesia","","yes","yes","","yes","yes","","","","","yes","","","yes","yes","",500,{"$nulls":4},80,54,65,null,"No","No","Ward.  ","",1,null,120,118,"117",119,98,99,"98",98.5,18,19,"20",18.5,124,84,123,85,122,86,null,99,99,{"$nulls":10},2,4,{"$nulls":4},20,19,{"$nulls":4},"","","","","","","pethidine, paracetamol","pethidine, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,343,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","pethidine,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[40,"Male","No",{"$nulls":9},"No","No","No",3,98,95,97,96.66666666666667,14,16,18,16,113,114,111,112.66666666666667,99,68,113,80,126,88,37.2,37.2,37.2,37.2,"Cardiothoracic","oesophageal cancer","gastrostomy placement","midline",18,"Anesthetic officer   ","IV","general anesthesia","","yes","yes","","","","","","","","yes","","","","","",null,2700,{"$nulls":3},50,122,132,null,"No","No","Ward.  ","",2,null,123,127,"123",125,99,98,"98",98.5,17,19,"18",18,96,58,121,61,117,58,null,99,98,{"$nulls":10},3,7,{"$nulls":4},12,13,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,179,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Cardiothoracic","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[20,"Male","No",{"$nulls":9},"No","No","No",3,98,99,98,98.33333333333333,15,16,17,16,112,112,109,111,102,72,94,71,102,67,38,38.1,38.2,38.1,"Orthopaedics","mangled left lower limb","above knee amputation","",12,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","yes","","","","","","","","","yes","yes","",600,800,{"$nulls":3},100,142,153,null,"No","No","Ward.  ","",2,null,103,114,"108",108.5,95,96,"96",95.5,18,17,"18",17.5,99,69,100,64,100,71,null,99,97,{"$nulls":10},2,5,{"$nulls":4},16,18,{"$nulls":4},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,202,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","tramadol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[33,"Male","Yes",2,1,{"$nulls":7},"No","No","No",2,98,99,99,98.66666666666667,18,19,18,18.333333333333332,98,90,89,92.33333333333333,102,53,100,55,94,49,37.2,37.1,37.2,37.16666666666667,"Orthopaedics","right fracture femur, open tibia and fibula","debridement and backslab","",29,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",2200,{"$nulls":4},98,85,98,null,"No","No","Ward.  ","",1,null,85,84,"86",84.5,99,99,"99",99,13,15,"14",14,103,50,113,53,95,51,null,99,100,{"$nulls":10},2,5,{"$nulls":4},17,20,{"$nulls":4},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,316,1,"18-35","Male","Male","Yes","Yes","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[43,"Female","No",null,null,1,0,1,0,0,0,0,"No","No","No",0,100,99,99,99.33333333333333,21,23,25,23,100,103,105,102.66666666666667,122,72,121,71,119,71,37.4,37.6,37.3,37.43333333333333,"General surgery","intestinal obstruction secondary to adhesions","exploratory laparotomy","midline",12,"Anesthetic officer   ","II.    ","general anesthesia","","","","","","","","","","","yes","yes","yes","yes","yes","",2000,{"$nulls":4},300,170,200,null,"Yes","No","Ward.  ","",null,null,108,110,"109",109,99,99,"99",99,20,22,"20",21,144,82,143,83,148,83,null,99,95,98,{"$nulls":9},10,7,8,{"$nulls":3},18,24,20,{"$nulls":3},"","","","","","","ibuprofen, paracetamol","ibuprofen, paracetamol","ibuprofen, paracetamol","","","","Yes","No","Alive","Not applicable","Not applicable","Alive","Yes","No","Alive",6,50,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","ibuprofen,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[33,"Male","No",{"$nulls":9},"No","No","No",1,99,98,99,98.66666666666667,30,32,30,30.666666666666668,126,128,129,127.66666666666667,90,60,85,59,92,65,34.8,34.7,34.8,34.766666666666666,"General surgery","blunt abdominal trauma with splenic rupture","exploratory laparotomy","midline",19,"Anesthetic officer   ","IV","general anesthesia","","","yes","","","","","","","","","","","","yes","",3500,null,900,600,null,500,180,210,null,"Yes","No","Ward.  ","",3,null,114,116,"113",115,99,99,"99",99,27,29,"26",28,130,85,135,88,136,85,null,99,99,97,{"$nulls":9},2,5,6,{"$nulls":3},19,21,26,{"$nulls":3},"","","","","","","paracetamol, pethidine, diclofenac","paracetamol, pethidine, diclofenac","paracetamol, pethidine, diclofenac","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,277,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","pethidine,","diclofenac","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[38,"Female","No",{"$nulls":9},"No","No","No",3,100,99,99,99.33333333333333,14,16,15,15,87,85,86,86,150,87,160,88,164,85,38,38,38,38,"Neurosurgery","chronic subdural hematoma","burr hole","",17,"Anesthetic officer   ","III.   ","general anesthesia","","yes","","","","yes","yes","","","yes","yes","yes","yes","yes","yes","yes",3000,{"$nulls":4},50,135,160,null,"No","No","Ward.  ","",0,null,86,84,"84",85,100,99,"99",99.5,13,14,"14",13.5,127,86,116,89,136,91,null,100,98,{"$nulls":10},3,2,{"$nulls":4},18,17,{"$nulls":4},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,222,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[22,"Male","No",{"$nulls":9},"No","No","No",1,100,99,99,99.33333333333333,18,18,20,18.666666666666668,58,60,62,60,121,56,119,60,118,58,37,37,37.2,37.06666666666667,"Orthopaedics","open fracture right tibia","debridement and backslab","",16,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","yes","","yes","yes","","","","","","","","","","yes","",1000,{"$nulls":4},80,65,90,null,"No","No","Ward.  ","",2,null,76,70,"73",73,100,99,"99",99.5,22,22,"22",22,140,82,146,88,142,84,null,100,100,{"$nulls":10},2,4,{"$nulls":4},24,18,{"$nulls":4},"","","","","","","tramadol, paracetamol","tramadol, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,94,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","tramadol,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[50,"Male","Yes",3,3,{"$nulls":7},"No","No","No",2,99,98,99,98.66666666666667,15,17,18,16.666666666666668,108,105,107,106.66666666666667,108,68,107,66,113,79,37.4,37.4,37.4,37.4,"Orthopaedics","right humerus fracture, radius and ulna","debridement and backslab","",13,"Anesthetic officer   ","II.    ","general anesthesia","","","yes","","yes","yes","","","","","yes","yes","yes","yes","yes","",500,500,{"$nulls":3},60,79,93,null,"No","No","Ward.  ","",0,null,66,68,"67",67,99,99,"99",99,14,15,"14",14.5,140,92,142,88,145,89,null,99,98,{"$nulls":10},2,5,{"$nulls":4},16,15,{"$nulls":4},"","","","","","","paracetamol, ibuprofen, tramadol","paracetamol, ibuprofen, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,193,1,"36-59","Male","Male","Yes","Yes","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen,","tramadol","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[46,"Male","No",{"$nulls":9},"No","No","No",2,96,95,96,95.66666666666667,21,20,22,21,132,131,130,131,140,84,138,85,135,87,37,37,37,37,"Neurosurgery","acute subdural hematoma","craniotomy","stl",19,"Anesthetic officer   ","IV","general anesthesia","","yes","","","","yes","yes","","yes","yes","yes","yes","yes","yes","yes","",2000,{"$nulls":4},120,135,159,null,"No","No","Ward.  ","",2,null,76,75,"76",75.5,98,93,"96",95.5,15,13,"15",14,132,67,138,70,135,82,null,99,98,{"$nulls":10},0,0,{"$nulls":4},13,14,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,213,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[27,"Male","No",{"$nulls":9},"No","No","No",1,99,99,99,99,30,28,32,30,75,73,70,72.66666666666667,145,64,125,64,112,56,36.6,36.5,36.8,36.63333333333333,"Orthopaedics","mangled right lower limb","below knee amputation","",18,"Anesthetic officer   ","II.    ","general anesthesia","yes","yes","","yes","","","","","","","","","","","yes","",1000,{"$nulls":4},160,75,90,null,"No","No","Ward.  ","",0,null,64,63,"63",63.5,99,99,"99",99,26,27,"26",26.5,133,95,141,91,146,89,null,100,99,{"$nulls":10},5,0,{"$nulls":4},23,18,{"$nulls":4},"","","","","","","tramadol, diclofenac, paracetamol","tramadol, diclofenac, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,30,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","tramadol,","diclofenac,","paracetamol","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[28,"Male","No",{"$nulls":9},"No","No","No",4,98,96,94,96,14,16,16,15.333333333333334,112,111,109,110.66666666666667,100,66,90,60,80,50,37.3,37.3,37.4,37.333333333333336,"Orthopaedics","open fracture right tibia","debridement and backslab","",10,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","yes","","yes","yes","","","","","","","","","yes","yes","",1500,{"$nulls":4},80,80,100,null,"No","No","Ward.  ","",2,null,117,111,"112",114,98,94,"95",96,20,21,"20",20.5,138,93,105,72,115,70,null,99,100,{"$nulls":10},4,7,{"$nulls":4},20,17,{"$nulls":4},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,184,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","paracetamol,","tramadol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[40,"Male","No",{"$nulls":9},"No","No","No",3,100,99,97,98.66666666666667,17,16,17,16.666666666666668,114,115,114,114.33333333333333,101,68,99,70,100,74,37.5,37.6,37.5,37.53333333333333,"General surgery","gut perforation","exploratory laparotomy","midline",19,"Anesthetic officer   ","III.   ","general anesthesia","","","","","","yes","yes","","","","yes","yes","yes","yes","yes","",null,3000,{"$nulls":3},110,130,152,null,"No","no","Ward.  ","",3,null,115,110,"113",112.5,98,99,"98",98.5,18,19,"18",18.5,107,69,103,70,102,72,null,99,96,{"$nulls":10},2,5,{"$nulls":4},17,19,{"$nulls":4},"","","","","","","paracetamol, diclofenac","paracetamol, diclofenac","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,203,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","diclofenac","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[24,"Male","No",{"$nulls":9},"No","No","No",2,98,99,98,98.33333333333333,19,18,18,18.333333333333332,114,97,100,103.66666666666667,140,100,133,82,147,98,37.4,37.4,37.3,37.36666666666667,"Neurosurgery","acute epidural hematoma","craniotomy","",27,"Anesthetic officer   ","IV","general anesthesia","","yes","","","yes","yes","","","","","yes","yes","yes","yes","yes","",4000,{"$nulls":4},300,128,148,null,"No","No","Ward.  ","",2,null,99,108,"95",103.5,100,100,"100",100,20,21,"20",20.5,133,82,147,98,132,86,null,99,99,99,{"$nulls":9},2,1,0,{"$nulls":3},27,29,17,{"$nulls":3},"","","","","","","paracetamol,","paracetamol,","paracetamol,","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,230,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[57,"Male","Yes",10,1,0,0,1,0,0,0,0,"No","No","No",3,100,98,98,98.66666666666667,20,22,21,21,85,86,88,86.33333333333333,114,58,114,58,110,70,36.8,36.9,36.8,36.83333333333333,"General surgery","left inguinoscrotal hernia","herniorhaphy","oblique",19,"Anesthetic officer   ","II.    ","general anesthesia","","yes","yes","","yes","yes","","","yes","","yes","yes","","","yes","",1500,1000,{"$nulls":3},70,150,179,null,"Yes","No","Ward.  ","",2,null,89,87,"86",88,99,95,"96",97,19,18,"17",18.5,88,43,87,42,93,48,null,98,92,93,{"$nulls":4},5,15,{"$nulls":3},4,2,{"$nulls":4},19,22,{"$nulls":4},"","nasal prongs","non rebreather mask","","","","paracetamol, diclofenac","paracetamol, diclofenac","paracetamol, diclofenac","","","","Yes","No","Dead","Yes","No","Dead","Yes","Not applicable","Dead",6,72,1,"36-59","Male","Male","Yes","Yes","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,1,1,1,0,0,0,1,"Dead","Dead","Dead","100-","100-","paracetamol,","diclofenac","","","","","0-",2,"Yes",0,1,1,0,0,0,1,{"$nulls":3},2,1,1,2,0,0,0,6]
[40,"Male","No",{"$nulls":9},"No","No","No",4,97,97,96,96.66666666666667,20,26,24,23.333333333333332,89,85,84,86,110,89,115,92,117,95,37.2,37.3,37.3,37.266666666666666,"Neurosurgery","chronic subdural hematoma","burr hole","",19,"Anaesthesiologist","III.   ","general anesthesia","","","","","","yes","","","","","yes","yes","","yes","yes","",2300,{"$nulls":4},100,59,65,null,"No","No","Ward.  ","",3,null,76,75,"75",75.5,99,99,"99",99,24,20,"23",22,100,56,110,55,115,58,null,99,97,{"$nulls":10},1,3,{"$nulls":4},20,22,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",6,351,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anaesthesiologist","Anaesthesiologist","Senior house officer/ Anaesthesiologist","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,6]
[18,"Male","No",{"$nulls":9},"No","No","No",2,99,99,97,98.33333333333333,20,22,18,20,66,68,66,66.66666666666667,125,65,128,62,120,59,37,37,37.1,37.03333333333333,"Orthopaedics","open right distal femur fracture","debridement and backslab","",15,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","","yes","","","","","","","","","yes","",1500,1000,{"$nulls":3},30,60,75,null,"No","No","Ward.  ","",0,0,57,57,"56",57,100,98,"97",99,18,16,"17",17,112,55,114,58,110,58,null,100,99,{"$nulls":10},2,6,{"$nulls":4},17,20,{"$nulls":4},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,120,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[56,"Male","No",null,null,0,0,1,0,0,0,0,"No","No","No",2,98,100,97,98.33333333333333,31,21,24,25.333333333333332,95,96,98,96.33333333333333,110,67,114,66,118,68,37.2,37.1,37.3,37.2,"Orthopaedics","open right tibia and fibula fracture","debridement and backslab","",23,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","","",2000,1000,{"$nulls":3},20,45,60,null,"No","No","Ward.  ","",0,null,72,73,"72",72.5,99,99,"99",99,24,22,"22",23,116,70,115,70,116,71,null,96,{"$nulls":11},2,{"$nulls":5},20,{"$nulls":5},"","","","","","","tramadol, pethidine, paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,103,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","tramadol,","pethidine,","paracetamol","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[75,"Male","No",null,null,0,0,1,0,0,1,0,"No","No","No",2,99,98,99,98.66666666666667,16,15,13,14.666666666666666,99,101,111,103.66666666666667,157,101,157,106,154,100,37.3,36.5,37,36.93333333333333,"Cardiothoracic","oesophageal tumour","gastrostomy placement","midline- supra umbilical",19,"Anesthetic officer   ","IV","general anesthesia","yes","","yes","","no","","","","","","","","","yes","yes","",{"$nulls":5},30,50,58,null,"No","No","Ward.  ","",2,null,101,102,"103",101.5,98,96,"97",97,30,31,"30",30.5,154,100,146,90,141,88,null,99,98,97,{"$nulls":9},2,5,3,{"$nulls":3},23,21,18,{"$nulls":3},"","","","","","","paracetamol","paracetamol","paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,173,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","Cardiothoracic","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[40,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,20,22,20,20.666666666666668,76,78,70,74.66666666666667,146,92,144,94,148,90,37,37,37,37,"General surgery","acute appendicitis","appendicectomy","lanz",20,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","","",2000,{"$nulls":4},100,100,120,null,"No","No","Ward.  ","",2,null,87,85,"86",86,99,99,"99",99,20,22,"20",21,154,68,148,87,146,87,null,99,100,{"$nulls":10},2,5,{"$nulls":4},14,16,{"$nulls":4},"","","","","","","tramadol, paracetamol","tramadol, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,264,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","tramadol,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[26,"Male","No",{"$nulls":9},"No","No","No",2,99,98,98,98.33333333333333,14,16,15,15,92,94,93,93,131,82,137,85,130,76,36.5,36.5,36.5,36.5,"Orthopaedics","open fracture pelvis, right tibia and fibula, third and fourth toe phalanges","debridement and backslab","",8,"Anesthetic officer   ","I.     ","Regional anesthesia","","","","yes","","","","","","","","","","yes","yes","",2900,{"$nulls":4},100,120,138,null,"No","No","Ward.  ","",0,null,99,92,"96",95.5,99,99,"99",99,21,23,"21",22,126,76,138,83,141,79,null,99,98,97,95,{"$nulls":8},7,9,7,8,null,null,24,19,23,20,null,null,"","","","","","","pethidine, paracetamol","pethidine, paracetamol","pethidine, paracetamol","pethidine, paracetamol","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,237,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","pethidine,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[27,"Female","No",{"$nulls":9},"No","No","No",2,24,22,20,22,21,23,22,22,78,74,74,75.33333333333333,114,75,112,74,114,72,37.2,37.4,37,37.199999999999996,"Orthopaedics","open fracture left tibia and fibula with sepsis","debridement and backslab","",20,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",2200,{"$nulls":4},40,100,113,null,"No","No","Ward.  ","",2,null,70,72,"74",71,100,99,"99",99.5,20,22,"22",21,95,65,97,68,99,66,null,99,98,{"$nulls":10},1,2,{"$nulls":4},14,16,{"$nulls":4},"","","","","","","pethidine, paracetamol","pethidine, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,340,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","pethidine,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[23,"Male","No",{"$nulls":9},"No","No","No",2,99,98,99,98.66666666666667,20,18,22,20,78,77,78,77.66666666666667,110,70,112,68,121,71,37.3,37.3,37.3,37.3,"Orthopaedics","open left tibia and fibula fracture","debridment and backslab","",14,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","yes","",null,1400,{"$nulls":3},70,40,50,null,"No","No","Ward.  ","",0,0,55,57,"55",56,100,99,"99",99.5,18,20,"18",19,112,53,115,55,114,56,null,95,97,95,{"$nulls":9},0,3,0,{"$nulls":3},20,22,24,{"$nulls":3},"","","","","","","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,137,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol,","ibuprofen","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[23,"Male","No",{"$nulls":9},"No","No","No",2,98,96,95,96.33333333333333,24,28,27,26.333333333333332,72,77,74,74.33333333333333,88,54,99,63,92,61,36.5,36.5,36.2,36.4,"General surgery","get perforation with peritonitis","exploratory laparotomy","midline",36,"Anesthetic officer   ","IV","general anesthesia","","yes","yes","","yes","yes","","","","","yes","yes","yes","yes","yes","",3700,500,{"$nulls":3},300,121,132,null,"No","No","Ward.  ","",2,null,103,92,"94",97.5,100,99,"99",99.5,12,13,"13",12.5,121,88,104,65,105,64,null,99,95,98,97,{"$nulls":8},3,7,8,5,null,null,19,17,19,16,null,null,"","","","","","","diclofenac gel, paracetamol, tramadol","diclofenac gel, paracetamol, tramadol","diclofenac gel, paracetamol, tramadol","diclofenac gel, paracetamol, tramadol","","","Yes","yes","Alive","Yes","yes","Alive","Yes","No","Alive",7,195,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","diclofenac","gel,","paracetamol,","tramadol","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[25,"Male","No",{"$nulls":9},"No","No","No",2,96,98,98,97.33333333333333,24,22,20,22,75,78,76,76.33333333333333,138,82,140,84,136,80,36.8,36.8,36.7,36.766666666666666,"Orthopaedics","left shoulder fracture with dislocation of right olecranon, closed left femur fracture","reduction, debridement, and backslab","",24,"Anesthetic officer   ","II.    ","general anesthesia","","yes","","","yes","","","","yes","","yes","yes","yes","yes","yes","yes",1500,3500,{"$nulls":3},100,148,172,null,"No","No","Ward.  ","",2,null,82,80,"81",81,99,97,"97",98,28,30,"28",29,98,52,95,50,96,48,null,96,98,95,{"$nulls":9},6,2,0,{"$nulls":3},20,22,26,{"$nulls":3},"","","","","","","tramadol, paracetamol","tramadol, paracetamol","tramadol, paracetamol, diclofenac","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,122,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","tramadol,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[32,"Female","No",{"$nulls":9},"No","No","No",2,97,97,96,96.66666666666667,27,23,25,25,86,87,86,86.33333333333333,124,52,142,66,121,55,38,38.1,37.7,37.93333333333333,"General surgery","pyoperitoneum","exploratory laparotomy","midline incision",18,"Anesthetic officer   ","II.    ","general anesthesia","","","","","","","yes","yes","no","no","yes","yes","","yes","yes","yes",3500,{"$nulls":4},300,150,185,null,"No","No","Ward.  ","",7,null,123,119,"131",121,99,100,"99",99.5,19,23,"22",21,98,57,93,65,102,50,null,96,97,98,97,{"$nulls":8},8,7,8,3,null,null,25,22,23,26,null,null,"","","","","","","pethidine, paracetamol , diclofenac","pethidine, paracetamol , diclofenac","paracetamol , diclofenac, tramadol","paracetamol , diclofenac, tramadol","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,11,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","pethidine,","paracetamol",",","diclofenac","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[25,"Male","No",{"$nulls":9},"No","No","No",2,100,96,97,97.66666666666667,14,16,17,15.666666666666666,103,102,96,100.33333333333333,100,63,98,66,100,62,37.9,37.8,37.9,37.86666666666667,"Neurosurgery","bifrontal fracture","craniotomy, duroplasty and fracture elevation","stl",9,"Anesthetic officer   ","IV","general anesthesia","","yes","","","","yes","","","","","yes","yes","yes","yes","yes","",null,3700,null,400,100,200,166,193,null,"No","No","Ward.  ","",0,null,79,78,"78",78.5,100,100,"100",100,16,18,"17",17,112,76,115,68,116,78,null,100,98,96,{"$nulls":9},0,4,2,{"$nulls":3},14,18,15,{"$nulls":3},"","","","","","","paracetamol","paracetamol","paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,192,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[59,"Female","No",null,null,1,0,1,0,0,0,0,"No","No","No",2,100,100,100,100,20,22,24,22,105,102,102,103,84,54,78,45,89,67,37.4,37.3,37.4,37.36666666666667,"General surgery","intestinal obstruction","exploratory laparotomy","midline",9,"Anesthetic officer   ","III.   ","general anesthesia","","yes","yes","","yes","yes","yes","","yes","","yes","yes","yes","yes","yes","",1400,{"$nulls":4},200,139,160,null,"No","No","Ward.  ","",1,null,105,106,"105",105.5,100,99,"99",99.5,25,24,"24",24.5,62,35,67,49,71,42,null,99,100,{"$nulls":10},4,6,{"$nulls":4},19,25,{"$nulls":4},"","","","","","","paracetamol, ibuprofen","ibuprofen, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,275,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","ibuprofen","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[19,"Female","No",{"$nulls":9},"No","No","No",2,100,99,99,99.33333333333333,19,23,28,23.333333333333332,125,120,121,122,90,46,88,48,89,46,37,37,37,37,"Orthopaedics","open left tibia and fibula fracture","debridement and backslab","",16,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","","","",null,2000,{"$nulls":3},35,45,58,null,"No","No","Ward.  ","",0,null,75,74,"75",74.5,99,100,"99",99.5,20,19,"19",19.5,108,52,109,55,102,56,null,98,96,96,95,{"$nulls":8},1,4,6,0,null,null,24,22,22,20,null,null,"","","","","","","paracetamol, ibuprofen","paracetamol, ibuprofen","paracetamol, ibuprofen","paracetamol, ibuprofen","","","Yes","No","Alive","Yes","No","Alive","Yes","","Alive",7,228,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[22,"Male","No",{"$nulls":9},"No","No","No",2,99,98,99,98.66666666666667,20,24,22,22,99,93,88,93.33333333333333,127,80,131,75,120,70,36.6,36.5,36.5,36.53333333333333,"Orthopaedics","fracture metatarsal and deep laceration","debridement and backslab","",23,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","yes","","yes","","yes","","","","","","","","yes","yes","",1200,{"$nulls":4},40,36,45,null,"No","No","Ward.  ","",2,null,89,81,"85",85,99,99,"99",99,23,25,"24",24,121,71,115,63,105,57,null,99,98,99,{"$nulls":9},0,3,1,{"$nulls":3},12,17,18,{"$nulls":3},"","","","","","","paracetamol, ibuprofen, tramadol","paracetamol, ibuprofen, tramadol","paracetamol, ibuprofen, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,315,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen,","tramadol","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[24,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,23,22,24,23,98,96,97,97,129,84,127,85,125,87,35.7,35.8,35.9,35.800000000000004,"General surgery","ruptured spleen","splenectomy","midline",9,"Anesthetic officer   ","IV","general anesthesia","","","yes","","yes","","","","","","","","","","","",3500,null,null,300,null,300,132,145,null,"No","No","Ward.  ","",4,null,59,67,"65",63,99,99,"99",99,17,16,"17",16.5,134,76,130,75,128,73,null,99,99,{"$nulls":10},7,3,{"$nulls":4},18,17,{"$nulls":4},"","","","","","","tramadol, paracetamo","tramadol, paracetamo","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,299,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","tramadol,","paracetamo","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[28,"Male","No",{"$nulls":9},"No","No","No",5,99,99,99,99,19,17,16,17.333333333333332,123,125,124,124,160,96,161,96,163,97,37.2,37.3,37.4,37.300000000000004,"Neurosurgery","chronic subdural hematoma","bubrhole","",14,"Anesthetic officer   ","III.   ","general anesthesia","","yes","yes","","yes","","","","","","yes","","","","yes","",1400,{"$nulls":4},60,157,175,null,"No","No","Ward.  ","",2,null,116,118,"116",117,99,99,"99",99,20,21,"21",20.5,117,79,115,78,114,76,null,99,100,{"$nulls":10},2,5,{"$nulls":4},16,19,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,227,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[54,"Male","No",{"$nulls":9},"No","No","No",3,93,94,95,94,13,15,14,14,114,112,110,112,100,71,103,70,100,74,37.3,37.4,37.3,37.33333333333333,"Orthopaedics","open fracture tibia and fibula","debridement and backslab","",18,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",1900,{"$nulls":4},60,85,98,null,"No","No","Ward.  ","",0,null,114,115,"113",114.5,98,99,"98",98.5,18,18,"18",18,107,74,103,74,107,74,null,94,93,97,{"$nulls":9},2,6,4,{"$nulls":3},16,19,21,{"$nulls":3},"","","","","","","paracetamol, pethidine","paracetamol, pethidine","paracetamol, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,201,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","pethidine","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[34,"Female","No",{"$nulls":9},"No","No","No",null,99,99,99,99,24,26,24,24.666666666666668,65,64,60,63,114,69,116,67,118,75,36.5,36.6,36.6,36.56666666666666,"Orthopaedics","septic wound post disarticulation left hip","debridement","",16,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","","","","","","","","","","","yes","yes","yes",null,3500,{"$nulls":3},70,51,65,null,"No","No","Ward.  ","",0,null,76,76,"76",76,99,99,"99",99,12,14,"13",13,100,59,112,73,115,75,null,99,99,100,{"$nulls":9},2,5,3,{"$nulls":3},17,19,28,{"$nulls":3},"","","","","","","morphine, paracetamol","morphine, paracetamol","morphine, paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,285,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","morphine,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[35,"Female","No",{"$nulls":9},"No","No","No",2,95,96,98,96.33333333333333,21,22,20,21,123,119,119,120.33333333333333,90,58,88,63,88,60,37.6,37.6,37.6,37.6,"General surgery","intestinal obstruction","exploratory laparotomy","midline",12,"Anesthetic officer   ","III.   ","general anesthesia","","yes","","","yes","yes","yes","","","yes","yes","yes","yes","yes","yes","",null,2000,{"$nulls":3},60,88,96,null,"No","No","Ward.  ","",3,null,121,118,"120",119.5,99,98,"98",98.5,20,19,"20",19.5,90,59,94,58,86,63,null,98,95,96,{"$nulls":9},4,6,5,{"$nulls":3},17,15,14,{"$nulls":3},"","","","","","","paracetamol, ibuprofen, tramadol","paracetamol, ibuprofen, tramadol","paracetamol, ibuprofen, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,207,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen,","tramadol","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[78,"Male","No",null,null,0,0,0,0,0,0,1,"No","No","No",2,99,98,99,98.66666666666667,22,24,26,24,92,94,93,93,110,78,123,75,120,70,38,37.8,37.8,37.86666666666667,"General surgery","intestinal obstruction","exploratory laparotomy","midline",19,"Anesthetic officer   ","III.   ","general anesthesia","","yes","","","yes","yes","","","","","yes","","","","","",3500,{"$nulls":4},200,110,125,null,"No","No","Ward.  ","",2,null,67,68,"68",67.5,99,99,"99",99,20,22,"22",21,109,60,108,62,106,65,null,99,98,99,{"$nulls":9},2,1,4,{"$nulls":3},15,16,18,{"$nulls":3},"","","","","","","paracetamol, diclofenac","paracetamol, diclofenac","paracetamol, diclofenac","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,335,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","diclofenac","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[54,"Female","No",{"$nulls":9},"No","No","No",1,100,99,99,99.33333333333333,20,20,18,19.333333333333332,70,71,70,70.33333333333333,97,60,96,56,95,62,36.8,36.7,36.5,36.666666666666664,"Neurosurgery","acute epidural hematoma","craniotomy and hematoma evacuation","horse shoe",14,"Anesthetic officer   ","III.   ","general anesthesia","","","","","yes","yes","","","","","yes","yes","","","","",2500,{"$nulls":4},150,150,170,null,"No","No","Ward.  ","",2,null,84,82,"83",83,99,100,"98",99.5,18,21,"20",19.5,138,56,138,60,136,62,null,100,100,99,100,98,{"$nulls":7},0,3,6,1,2,null,32,34,24,18,18,null,"","","","","","","tramadol, diclofenac, paracetamol","tramadol,  paracetamol","tramadol,  paracetamol","tramadol, paracetamol","tramadol,  paracetamol","","Yes","No","Alive","Not applicable","Not applicable","Alive","Yes","No","Alive",7,32,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","tramadol,","diclofenac,","paracetamol","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[50,"Male","No",null,null,1,0,0,0,0,0,0,"No","Yes","No",3,99,97,99,98.33333333333333,18,16,18,17.333333333333332,74,76,78,76,100,66,108,64,110,62,37.1,37.4,37.3,37.266666666666666,"General surgery","sigmoid volvulus","exploratory laparotomy","midline",28,"Anesthetic officer   ","II.    ","general anesthesia","","","yes","","yes","yes","","","","","yes","","","","yes","",1500,{"$nulls":4},150,200,240,null,"Yes","No","Ward.  ","",2,null,56,54,"53",55,99,99,"99",99,20,18,"19",19,126,82,128,84,130,84,null,93,92,89,{"$nulls":3},15,15,15,{"$nulls":3},4,6,2,{"$nulls":3},24,23,26,{"$nulls":3},"non rebreather mask","non rebreather mask","non rebreather mask","","","","paracetamol, diclofenac","paracetamol, diclofenac","paracetamol, diclofenac","","","","Not applicable","Not applicable","Dead","","","","Not applicable","Not applicable","Dead",7,36,1,"36-59","Male","Male","No","No","No","No","Yes","Yes","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","morethan 100mls",0,1,1,1,0,1,0,0,0,1,"Dead","Dead","Dead","100-","100-","paracetamol,","diclofenac","","","","","80-",3,"Yes",1,1,1,0,0,1,{"$nulls":4},1,1,1,1,0,0,0,7]
[38,"Male","No",null,null,0,1,1,0,0,0,0,"Yes","No","No",1,98,100,99,99,18,24,16,19.333333333333332,107,112,111,110,106,58,100,53,100,54,36,36.5,36.3,36.266666666666666,"Neurosurgery","depressed skull fracture, left frontal acute epidural hematoma","fracture elevation, craniotomy","horse shoe",13,"Anaesthesiologist","III.   ","general anesthesia","","yes","yes","","","yes","","","","","yes","no","","","yes","",1500,1000,{"$nulls":3},150,220,200,null,"No","No","Ward.  ","",0,null,98,97,"96",97.5,99,99,"99",99,20,22,"21",21,114,62,104,62,113,62,null,98,97,98,{"$nulls":9},3,0,4,{"$nulls":3},20,18,22,{"$nulls":3},"","","","","","","paracetamol, pethidine","paracetamol","paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","Not applicable","Alive",7,15,1,"36-59","Male","Male","No","No","Yes","1","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anaesthesiologist","Anaesthesiologist","Senior house officer/ Anaesthesiologist","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","pethidine","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[32,"Male","No",{"$nulls":9},"No","No","No",2,98,97,98,97.66666666666667,14,16,15,15,138,140,137,138.33333333333334,131,90,131,90,129,85,37,37.2,37,37.06666666666667,"Orthopaedics","open fracture left tibia","debridement","",10,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","yes","","","","","",400,{"$nulls":4},40,40,50,null,"No","No","Ward.  ","",2,null,111,112,"113",111.5,100,100,"100",100,17,16,"17",16.5,111,74,109,75,114,81,null,98,95,96,{"$nulls":9},2,0,1,{"$nulls":3},16,16,14,{"$nulls":3},"","","","","","","paracetamol,  tramadol","paracetamol,  tramadol","paracetamol, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,221,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[36,"Female","No",{"$nulls":9},"No","No","No",3,100,99,98,99,20,18,22,20,68,67,66,67,113,79,110,80,112,68,37.3,37,37.4,37.23333333333333,"Orthopaedics","gangrene of the left foot to the distal leg","above knee amputation","",19,"Anesthetic officer   ","III.   ","Regional anesthesia","","yes","","yes","","","","","","","","","","yes","yes","",null,500,{"$nulls":3},30,55,70,null,"No","No","Ward.  ","",2,null,70,72,"72",71,100,98,"97",99,18,16,"17",17,107,60,108,68,108,66,null,100,95,98,{"$nulls":9},9,7,2,{"$nulls":3},21,19,17,{"$nulls":3},"","","","","","","paracetamol, ibuprofen","paracetamol, ibuprofen","paracetamol, ibuprofen","","","","Yes","No","Alive","Yes","No","","Yes","No","Alive",7,58,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[59,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,21,23,24,22.666666666666668,59,57,58,58,113,62,114,60,112,59,36.7,36.8,36.8,36.766666666666666,"Neurosurgery","bilateral acute epidural hematoma","decompressive craniectomy and left subdural hematoma evacuation","",11,"Anesthetic officer   ","IV","general anesthesia","","yes","","","yes","yes","","","yes","","yes","yes","yes","yes","yes","",2000,{"$nulls":4},200,165,180,null,"No","No","Ward.  ","",2,null,76,77,"75",76.5,99,99,"99",99,15,18,"17",16.5,119,64,117,63,118,67,null,95,97,99,{"$nulls":3},5,5,{"$nulls":4},3,4,5,{"$nulls":3},17,15,17,{"$nulls":3},"nasal prongs","nasal prongs","","","","","paracetamol","paracetamol","paracetamol","","","","Not applicable","Not applicable","Dead","Not applicable","yes","Dead","Yes","No","Alive",7,361,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,1,1,1,0,0,0,0,0,1,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",2,"Yes",1,1,0,0,0,1,{"$nulls":4},1,1,0,1,0,0,0,7]
[70,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,24,26,25,25,124,125,126,125,100,60,101,59,102,62,37.5,37.4,37.5,37.46666666666667,"Neurosurgery","subdural hematoma","burr hole and evacuation","",18,"Senior house officer   ","IV","general anesthesia","","","","","yes","yes","","","","","yes","yes","yes","yes","yes","",3200,{"$nulls":4},100,123,142,null,"No","No","Ward.  ","",0,null,79,80,"78",79.5,98,98,"98",98,25,27,"27",26,132,93,142,90,143,93,null,99,96,{"$nulls":10},0,2,{"$nulls":4},25,26,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,293,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","IV","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[35,"Male","No",{"$nulls":9},"No","No","No",3,99,99,99,99,19,23,25,22.333333333333332,83,82,84,83,154,78,148,78,145,86,36.5,36.5,36.4,36.46666666666667,"General surgery","gunshot injury","wound exploration and debridement","midline",16,"Anesthetic officer   ","III.   ","general anesthesia","","yes","yes","","","yes","","","yes","","yes","yes","","","yes","",1400,{"$nulls":4},50,149,160,null,"No","No","Ward.  ","",0,null,65,67,"66",66,99,98,"95",98.5,16,18,"18",17,135,84,130,86,134,80,null,99,{"$nulls":11},2,{"$nulls":5},19,{"$nulls":5},"","","","","","","tramadol, paracetamol","","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,265,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","tramadol,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[40,"Male","Yes",5,1,0,0,1,0,0,0,0,"No","No","No",4,99,99,98,98.66666666666667,36,34,36,35.333333333333336,93,93,94,93.33333333333333,115,44,117,62,116,42,37,37.2,37.1,37.1,"General surgery","intestinal obstruction","exploratory laparotomy","midline",16,"Anesthetic officer   ","III.   ","general anesthesia","","","yes","","","yes","","yes","","","yes","","","yes","","",4000,null,900,null,null,200,188,210,null,"No","yes","Ward.  ","Nasal prongs",2,5,98,95,"95",96.5,95,96,"94",95.5,23,25,"22",24,84,51,83,46,94,62,null,95,96,99,{"$nulls":3},5,{"$nulls":5},5,8,3,{"$nulls":3},24,28,20,{"$nulls":3},"nasal prongs","","","","","","paracetamol, ibuprofen","paracetamol, ibuprofen","paracetamol, ibuprofen","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,105,1,"36-59","Male","Male","Yes","Yes","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",1,1,0,0,0,0,0,0,0,1,"Alive","Alive","Alive","100-","100-","paracetamol,","ibuprofen","","","","","80-",1,"Yes",1,0,0,0,0,1,{"$nulls":4},0,1,0,1,0,1,0,7]
[43,"Male","Yes",4,0,{"$nulls":7},"No","No","No",2,99,99,99,99,25,26,27,26,116,114,115,115,124,68,116,62,136,70,35.5,35.5,35.5,35.5,"Orthopaedics","open fracture right femur","debridement and backslab","",13,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","yes","yes","",2300,{"$nulls":4},30,39,47,null,"No","No","Ward.  ","",0,null,69,71,"70",70,100,99,"99",99.5,19,18,"19",18.5,127,82,136,90,124,85,null,99,99,99,{"$nulls":9},4,5,9,{"$nulls":3},14,19,17,{"$nulls":3},"","","","","","","morphine, paracetamol","morphine, paracetamol","morphine, paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,289,1,"36-59","Male","Male","Yes","Yes","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","morphine,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[53,"Female","No",{"$nulls":9},"No","No","No",3,99,98,99,98.66666666666667,24,26,24,24.666666666666668,91,87,79,85.66666666666667,106,71,117,77,101,89,35.9,35.9,35.9,35.9,"General surgery","strangulated periumbilical hernia","hernia repair","midline",14,"Anesthetic officer   ","III.   ","general anesthesia","","","yes","","yes","","","","","","yes","yes","","yes","yes","",2000,{"$nulls":4},60,120,145,null,"No","No","Ward.  ","",2,null,117,115,"116",116,99,99,"99",99,20,22,"24",21,100,68,101,81,117,77,null,95,96,{"$nulls":10},4,2,{"$nulls":4},15,19,{"$nulls":4},"","","","","","","paracetamol","paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,273,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[23,"Male","No",{"$nulls":9},"Yes","No","No",2,98,100,99,99,18,18,18,18,114,115,111,113.33333333333333,107,74,103,74,100,71,36.9,36.9,36.8,36.86666666666667,"ENT","homicidal cut throat","neck exploratory","",13,"Anesthetic officer   ","I.     ","general anesthesia","","","","yes","yes","yes","yes","","","","yes","yes","yes","yes","","yes",2800,{"$nulls":4},84,82,120,null,"No","No","Ward.  ","",6,null,117,115,"115",116,98,99,"97",98.5,18,18,"18",18,102,75,105,73,100,71,null,98,93,95,{"$nulls":9},3,4,0,{"$nulls":3},18,19,17,{"$nulls":3},"","","","","","","diclofenac gel","diclofenac gel","diclofenac gel","diclofenac gel","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,169,1,"18-35","Male","Male","No","No","Yes","1","No","No","No","No","ENT","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","diclofenac","gel","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[20,"Male","No",{"$nulls":9},"No","No","No",2,99,100,99,99.33333333333333,14,15,14,14.333333333333334,17,15,16,16,105,65,101,68,101,69,36.2,36.3,36.2,36.233333333333334,"General surgery","gut perforation","exploratory laparotomy","midline",8,"Anesthetic officer   ","IV","general anesthesia","","yes","","","yes","","","","","","yes","yes","yes","yes","yes","yes",2900,1900,{"$nulls":3},250,171,185,null,"No","No","Ward.  ","",0,null,86,85,"86",85.5,99,99,"99",99,14,15,"15",14.5,131,86,136,84,138,87,null,100,98,97,{"$nulls":9},2,4,1,{"$nulls":3},12,14,16,{"$nulls":3},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,199,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","tramadol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[86,"Male","No",null,null,0,0,0,0,1,0,0,"No","No","No",3,99,98,99,98.66666666666667,15,17,17,16.333333333333332,78,79,78,78.33333333333333,120,61,118,65,116,70,37.3,37.4,37.3,37.33333333333333,"General surgery","intestinal obstruction","exploratory laparotomy","midline",9,"Anesthetic officer   ","III.   ","general anesthesia","","yes","yes","","yes","yes","yes","","","","yes","yes","","yes","yes","",3000,{"$nulls":4},130,140,150,null,"Yes","Yes","ICU","mechanical ventilator",2,8,57,58,"59",57.5,99,99,"99",99,22,22,"22",22,90,60,100,66,103,68,null,100,99,{"$nulls":4},60,60,{"$nulls":10},20,20,{"$nulls":4},"mechanical ventilator","mechanical ventilator","","","","","fentanyl","fentanyl","","","","","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead",7,325,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",1,1,0,1,0,0,0,0,0,1,"Dead","Dead","Dead","100-","100-","fentanyl","","","","","","80-",2,"Yes",1,1,0,0,0,1,{"$nulls":4},0,1,1,1,0,1,0,7]
[19,"Female","No",{"$nulls":9},"No","No","No",0,97,98,97,97.33333333333333,15,16,17,16,87,88,86,87,120,89,123,99,128,98,36.9,36.9,36.9,36.9,"Orthopaedics","fracture femur left open","debridement and backslab","",20,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","yes","yes",1700,{"$nulls":4},98,45,57,null,"No","No","Ward.  ","",0,null,65,66,"67",65.5,99,99,"99",99,17,18,"18",17.5,145,88,147,89,149,87,null,97,99,{"$nulls":10},4,3,{"$nulls":4},18,25,{"$nulls":4},"","","","","","","tramadol, paracetamo","tramadol, paracetamo","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,296,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","tramadol,","paracetamo","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[43,"Male","No",{"$nulls":9},"No","No","No",4,100,98,98,98.66666666666667,20,18,17,18.333333333333332,68,67,64,66.33333333333333,104,68,108,67,105,67,36.5,36.4,36.5,36.46666666666667,"Orthopaedics","open fracture right tibia and fibula","open reduction and external fixation","",12,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",null,2600,{"$nulls":3},70,116,125,null,"No","No","Ward.  ","",2,null,105,104,"106",104.5,98,96,"96",97,18,16,"17",17,101,64,105,65,104,64,null,100,96,98,{"$nulls":9},5,2,3,{"$nulls":3},16,18,22,{"$nulls":3},"","","","","","","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,197,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","tramadol,","ibuprofen","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[65,"Male","No",null,null,1,0,0,0,0,0,0,"No","No","No",2,99,99,99,99,19,17,18,18,65,64,66,65,142,83,145,84,144,85,37.2,37.1,37.2,37.16666666666667,"Orthopaedics","diabetic foot with wet gangrene","dearticulation and debridement","",20,"Anesthetic officer   ","III.   ","Regional anesthesia","yes","","","yes","","","","","","","","","","yes","yes","",500,{"$nulls":4},70,100,110,null,"No","No","Ward.  ","",1,null,65,66,"67",65.5,99,99,"99",99,23,25,"24",24,102,69,109,68,110,67,null,99,99,99,{"$nulls":9},4,3,3,{"$nulls":3},17,16,17,{"$nulls":3},"","","","","","","paracetamol","paracetamol","paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,355,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[60,"Female","No",null,null,1,0,1,0,0,0,0,"No","No","No",1,100,99,99,99.33333333333333,21,20,22,21,123,125,121,123,147,71,149,64,153,65,38,38.3,38,38.1,"Orthopaedics","diabetic foot","below knee amputation","",19,"Senior house officer   ","III.   ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",4000,{"$nulls":4},120,78,110,null,"No","No","Ward.  ","",3,null,75,77,"76",76,99,98,"98",98.5,20,18,"19",19,98,54,96,55,95,58,null,96,94,93,96,{"$nulls":8},7,3,2,4,null,null,28,26,26,22,null,null,"","","","","","","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,118,1,"60yrs or more","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","III.   ","risk resp failure","Regional anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","paracetamol,","tramadol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[26,"Female","No",{"$nulls":9},"No","No","No",4,100,99,99,99.33333333333333,19,19,17,18.333333333333332,92,98,103,97.66666666666667,118,88,122,86,131,89,37,37.2,37.2,37.13333333333333,"Orthopaedics","open fracture right femur","debridement and backslab","",19,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","yes","",null,3000,{"$nulls":3},40,45,60,null,"No","No","Ward.  ","",3,null,71,77,"73",74,99,99,"99",99,24,23,"23",23.5,118,88,122,86,131,89,null,100,99,{"$nulls":10},3,5,{"$nulls":4},19,21,{"$nulls":4},"","","","","","","paracetamol, pethidine","paracetamol, tramadol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,272,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","pethidine","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[34,"Male","No",{"$nulls":9},"No","No","No",1,98,97,96,97,24,22,21,22.333333333333332,65,68,66,66.33333333333333,115,77,123,70,101,67,37.6,38,37.8,37.8,"Neurosurgery","chronic subdural hematoma","craniotomy","horse shoe",9,"Anesthetic officer   ","III.   ","general anesthesia","","","","","","yes","yes","no","no","no","yes","yes","no","yes","yes","yes",1700,null,900,null,null,80,188,146,null,"No","No","Ward.  ","",6,null,52,56,"54",54,100,99,"100",99.5,15,17,"16",16,124,61,124,81,128,68,null,92,99,94,96,null,null,15,50,50,50,{"$nulls":8},26,18,18,18,null,null,"non rebreather mask","mechanical ventilator","mechanical ventilator","mechanical ventilator","","","paracetamol, morphine","paracetamol, morphine","paracetamol, morphine","paracetamol, morphine","","","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead",7,4,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,1,1,1,0,1,0,1,0,1,"Dead","Dead","Dead","100-","100-","paracetamol,","morphine","","","","","80-",4,"Yes",1,1,1,1,0,1,{"$nulls":4},1,1,1,1,0,0,0,7]
[36,"Male","No",null,null,0,0,1,0,0,0,0,"No","Yes","No",1,94,93,95,94,22,24,20,22,123,128,125,125.33333333333333,93,53,94,59,96,55,37.4,37.2,37.6,37.4,"General surgery","penetrating abdominal trauma","exploratory laparotomy","midline",18,"Anesthetic officer   ","II.    ","general anesthesia","","","yes","","","","","","","","yes","yes","","yes","yes","",2995,null,450,200,null,400,125,140,null,"No","No","Ward.  ","",4,null,93,89,"88",91,97,95,"96",96,19,17,"18",18,110,66,108,68,106,70,null,94,93,95,92,{"$nulls":3},5,10,15,null,null,2,0,6,0,null,null,18,26,28,32,null,null,"","nasal prongs","non rebreather mask","non rebreather mask","","","tramadol, diclofenac, paracetamol","tramadol, diclofenac, paracetamol","tramadol, diclofenac, paracetamol","tramadol, diclofenac, paracetamol","","","No","yes","Dead","No","No","Dead","Yes","yes","Dead",7,34,1,"36-59","Male","Male","No","No","No","No","Yes","Yes","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","morethan 100mls",0,0,0,1,1,1,0,1,0,1,"Dead","Dead","Dead","100-","100-","tramadol,","diclofenac,","paracetamol","","","","80-",3,"Yes",0,1,1,1,0,0,1,{"$nulls":3},2,1,1,2,0,0,0,7]
[27,"Male","No",{"$nulls":9},"No","No","No",2,100,98,98,98.66666666666667,28,30,28,28.666666666666668,118,117,117,117.33333333333333,129,78,131,82,133,80,36,35.5,35.6,35.699999999999996,"Orthopaedics","right tibia open fracture","debridement and backslab","",27,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","yes","yes","","","","","","","","yes","yes","",2000,1000,{"$nulls":3},40,82,104,null,"No","No","Ward.  ","",0,null,53,51,"52",52,100,99,"96",99.5,24,22,"22",23,124,56,120,60,119,58,null,98,96,97,{"$nulls":9},0,2,7,{"$nulls":3},16,22,28,{"$nulls":3},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","","","","Yes","Not applicable","Alive","Yes","No","Alive","Yes","No","Alive",7,119,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[62,"Male","No",null,null,1,0,0,0,0,0,0,"No","No","No",2,99,99,99,99,20,22,24,22,120,122,124,122,122,78,120,73,119,68,37.2,37.3,37.5,37.333333333333336,"General surgery","right leg cellulitis","debridement","",10,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",2500,{"$nulls":4},30,33,46,null,"No","No","Ward.  ","",3,null,75,74,"74",74.5,99,99,"99",99,18,19,"19",18.5,120,77,119,75,116,74,null,99,98,{"$nulls":10},3,4,{"$nulls":4},18,17,{"$nulls":4},"","","","","","","tramadol, paracetamol","tramadol, paracetamol","","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",7,292,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","tramadol,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,7]
[18,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,14,17,19,16.666666666666668,54,55,56,55,110,80,108,69,106,68,37.3,37.2,37.3,37.266666666666666,"Orthopaedics","open fracture pelvis","surgical toilet and suture with debridement","",16,"Anesthetic officer   ","II.    ","general anesthesia","","yes","yes","","yes","yes","yes","","","","yes","","","yes","yes","",2500,{"$nulls":4},40,100,110,null,"No","No","Ward.  ","",0,null,25,28,"27",26.5,100,100,"100",100,25,27,"26",26,133,95,135,94,130,90,null,100,100,100,{"$nulls":9},4,7,3,{"$nulls":3},24,25,23,{"$nulls":3},"","","","","","","pethidine, tramadol","pethidine , paracetamol","tramadol, paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,282,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","pethidine,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,8]
[18,"Male","No",{"$nulls":9},"No","No","No",1,99,99,99,99,12,14,13,13,59,60,61,60,130,85,128,84,127,86,37.2,37.3,37.3,37.266666666666666,"Orthopaedics","open fracture tibia and fibula","debridement and backslab","",19,"Anesthetic officer   ","III.   ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","yes",1300,{"$nulls":4},50,100,115,null,"No","No","Ward.  ","",3,null,71,72,"72",71.5,99,99,"99",99,20,22,"22",21,110,82,118,85,115,89,null,99,97,96,{"$nulls":9},2,1,4,{"$nulls":3},14,16,17,{"$nulls":3},"","","","","","","pethidine, paracetamol","pethidine, paracetamol","pethidine, paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,339,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","pethidine,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,8]
[75,"Male","No",null,null,1,0,0,0,1,0,0,"No","No","No",2,98,96,95,96.33333333333333,18,20,18,18.666666666666668,73,59,64,65.33333333333333,111,39,162,52,131,55,35.9,36.8,35.8,36.166666666666664,"Orthopaedics","gangrene right foot","above knee amputation","",23,"Anaesthesiologist","III.   ","general anesthesia","","","","","yes","yes","","","","","yes","yes","","","yes","",500,1000,{"$nulls":3},80,78,95,null,"No","No","Ward.  ","",0,null,78,76,"76",77,100,92,"96",96,22,28,"26",25,125,82,135,89,140,90,null,99,100,99,{"$nulls":9},2,4,5,{"$nulls":3},20,23,21,{"$nulls":3},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,81,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anaesthesiologist","Anaesthesiologist","Senior house officer/ Anaesthesiologist","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,8]
[75,"Female","No",null,null,0,0,1,0,1,0,0,"No","No","No",2,98,99,100,99,24,25,26,25,70,72,72,71.33333333333333,98,56,96,49,95,51,38.5,38.4,38.5,38.46666666666667,"Orthopaedics","septic amputation stump","above knee amputation","",20,"Senior house officer   ","III.   ","Regional anesthesia","","yes","","yes","","","","","","","","","","","yes","",null,1600,{"$nulls":3},200,70,80,null,"No","No","Ward.  ","",0,null,68,69,"68",68.5,94,96,"95",95,24,26,"22",25,132,98,130,95,135,95,null,93,96,98,{"$nulls":4},5,{"$nulls":4},3,2,0,{"$nulls":3},18,28,14,{"$nulls":3},"","nasal prongs","","","","","paracetamol, diclofenac","paracetamol, diclofenac","paracetamol, diclofenac","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,151,1,"60yrs or more","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","III.   ","risk resp failure","Regional anesthesia","morethan 100mls",0,0,0,1,1,0,0,0,0,1,"Alive","Alive","Alive","0-","0-","paracetamol,","diclofenac","","","","","80-",1,"Yes",0,1,0,0,0,0,1,{"$nulls":3},2,1,0,2,0,0,0,8]
[22,"Male","No",{"$nulls":9},"No","No","No",2,100,100,100,100,12,13,12,12.333333333333334,85,97,87,89.66666666666667,121,71,135,77,121,74,36.9,36.8,36.9,36.86666666666667,"Orthopaedics","open fracture second and third and fourth middle phalanges","debridement and splinting","",15,"Anesthetic officer   ","I.     ","general anesthesia","","yes","yes","","","","","","","","yes","","","yes","yes","",{"$nulls":5},35,34,47,null,"No","No","Ward.  ","",0,null,89,90,"88",89.5,100,100,"100",100,18,18,"18",18,127,73,134,78,128,73,null,99,98,99,{"$nulls":9},2,0,5,{"$nulls":3},16,17,15,{"$nulls":3},"","","","","","","pethidine, paracetamol","pethidine, paracetamol","pethidine, paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,242,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","pethidine,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,8]
[58,"Male","No",null,null,1,1,1,0,0,0,0,"No","No","No",3,73,72,74,73,22,24,22,22.666666666666668,70,72,72,71.33333333333333,99,56,95,58,99,53,38.5,38.5,38.5,38.5,"Orthopaedics","septic amputation stump","debridement and stump refashioning","",10,"Senior house officer   ","III.   ","Regional anesthesia","","","","yes","","","","","","","","","","","yes","",3000,2000,null,300,null,130,70,95,null,"No","no","Ward.  ","",0,0,80,82,"80",81,100,98,"99",99,18,16,"18",17,100,52,99,49,100,48,null,100,98,99,100,{"$nulls":8},0,2,2,1,null,null,14,16,18,16,null,null,"","","","","","","pethidine, paracetamol","pethidine, paracetamol","pethidine, paracetamol","paracetamol, tramadol","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,128,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure high risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","III.   ","risk resp failure","Regional anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","pethidine,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,8]
[43,"Female","No",null,null,0,0,1,0,0,0,0,"No","No","No",3,95,97,97,96.33333333333333,23,19,20,20.666666666666668,106,109,111,108.66666666666667,88,50,90,55,95,52,37,37.4,37.2,37.2,"Neurosurgery","chronic subdural hematoma","bubrhole  and drainage","burr hole",13,"Anesthetic officer   ","II.    ","general anesthesia","","yes","","","","yes","yes","","","","yes","yes","","yes","yes","",500,{"$nulls":4},70,65,80,null,"No","No","Ward.  ","",null,null,55,57,"56",56,99,99,"99",99,18,20,"18",19,123,77,117,72,125,68,null,100,100,99,{"$nulls":9},0,1,1,{"$nulls":3},19,18,18,{"$nulls":3},"","","","","","","paracetamol","paracetamol","paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,16,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,8]
[35,"Male","No",{"$nulls":9},"No","No","No",2,100,99,99,99.33333333333333,15,18,17,16.666666666666668,89,90,95,91.33333333333333,116,70,115,70,119,69,36.6,36.6,36.6,36.6,"General surgery","intestinal obstruction","exploratory laparotomy","midline",14,"Anesthetic officer   ","II.    ","general anesthesia","","","","","","yes","yes","yes","yes","","yes","yes","","yes","yes","yes",2000,500,450,null,100,150,185,200,null,"Yes","No","Ward.  ","",7,null,94,90,"92",92,99,100,"99",99.5,13,15,"17",14,120,80,119,69,120,80,null,99,100,99,{"$nulls":9},5,1,3,{"$nulls":3},19,21,23,{"$nulls":3},"","","","","","","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,156,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","tramadol,","ibuprofen","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,8]
[57,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,20,19,19,19.333333333333332,60,62,64,62,95,60,98,48,97,51,37.4,37.4,37.5,37.43333333333333,"Orthopaedics","multiple rib fractures, left tibia fracture, left humerus fracture open","debridement","",27,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","","yes","",1700,{"$nulls":4},40,97,120,null,"No","No","Ward.  ","",0,null,88,89,"89",88.5,99,99,"99",99,24,26,"25",25,93,51,101,41,102,55,null,99,99,99,{"$nulls":9},4,1,5,{"$nulls":3},13,15,17,{"$nulls":3},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,303,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,8]
[24,"Male","Yes",5,0,{"$nulls":7},"No","No","No",2,99,99,100,99.33333333333333,32,28,26,28.666666666666668,80,83,85,82.66666666666667,108,50,100,50,96,50,37,36.8,37.5,37.1,"Neurosurgery","chronic subdural hematoma","burr holes and evacuation","burr holes",12,"Anesthetic officer   ","III.   ","general anesthesia","","","","","yes","yes","yes","","","","yes","yes","","","yes","",null,1000,{"$nulls":3},80,100,130,null,"No","No","Ward.  ","",2,null,78,76,"78",77,99,99,"99",99,21,22,"24",21.5,100,45,112,54,115,58,null,100,100,100,{"$nulls":9},0,5,6,{"$nulls":3},26,28,18,{"$nulls":3},"","","","","","","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,13,1,"18-35","Male","Male","Yes","Yes","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","tramadol,","ibuprofen","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,8]
[63,"Male","No",{"$nulls":9},"No","No","No",2,99,97,95,97,17,15,19,17,98,100,99,99,98,64,110,69,102,66,36.8,36.9,36.8,36.83333333333333,"General surgery","intestinal obstruction","exploratory laparotomy","midline",16,"Anesthetic officer   ","V","general anesthesia","","","","","","yes","yes","","","","yes","yes","yes","yes","yes","",null,4000,{"$nulls":3},200,129,136,null,"No","No","Ward.  ","",3,null,89,92,"90",90.5,100,98,"98",99,18,15,"17",16.5,101,67,101,64,102,65,null,95,93,96,95,93,{"$nulls":3},15,15,15,null,3,5,2,0,5,null,21,22,16,17,14,null,"","","non rebreather mask","non rebreather mask","non rebreather mask","","paracetamol, ibuprofen","paracetamol, ibuprofen","paracetamol, ibuprofen","paracetamol, ibuprofen","paracetamol, ibuprofen","","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead",8,189,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","V","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,1,1,1,0,1,"Dead","Dead","Dead","100-","100-","paracetamol,","ibuprofen","","","","","80-",3,"Yes",0,0,1,1,1,0,0,1,null,null,3,1,1,3,0,0,0,8]
[72,"Male","No",{"$nulls":9},"No","No","No",3,100,99,99,99.33333333333333,18,19,18,18.333333333333332,76,80,83,79.66666666666667,100,66,99,65,97,66,36.8,36.9,36.7,36.8,"General surgery","strangulated hernia","exploratory laparotomy","midline",8,"Anesthetic officer   ","III.   ","general anesthesia","","","yes","","yes","yes","yes","","","","yes","yes","","yes","yes","yes",5000,null,450,400,null,300,179,183,null,"Yes","No","Ward.  ","",5,null,80,80,"80",80,99,100,"100",99.5,20,22,"22",21,101,69,99,68,97,66,null,100,100,100,100,100,{"$nulls":7},2,6,9,2,3,null,10,14,18,16,18,null,"","","","","","","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,232,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","tramadol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,8]
[49,"Male","No",null,null,1,0,1,0,0,0,0,"No","No","No",2,99,99,99,99,14,16,17,15.666666666666666,70,71,70,70.33333333333333,142,87,140,90,143,92,37.3,37.4,37.3,37.33333333333333,"General surgery","diabetc foot","debridement","",18,"Anesthetic officer   ","IV","general anesthesia","","yes","","","yes","yes","yes","yes","","","yes","","","yes","yes","",2300,{"$nulls":4},200,85,96,null,"No","No","HDU","",0,null,82,80,"82",81,100,100,"100",100,16,18,"17",17,130,90,134,92,133,94,null,99,99,99,{"$nulls":9},3,5,{"$nulls":4},16,18,{"$nulls":4},"","","","","","","paracetamol, ibuprofen","paracetamol, ibuprofen","","","","","Yes","yes","Alive","Yes","yes","Alive","Yes","No","Alive",8,307,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,8]
[24,"Male","No",{"$nulls":9},"No","No","No",4,100,100,100,100,29,29,27,28.333333333333332,110,113,117,113.33333333333333,85,65,84,63,85,64,34.8,34.8,34.9,34.833333333333336,"Neurosurgery","compound skull fracture","craniotomy","traumatic flap",30,"Anesthetic officer   ","IV","general anesthesia","","yes","yes","","yes","yes","yes","","","yes","yes","yes","yes","yes","yes","",4000,{"$nulls":4},130,99,110,null,"No","No","Ward.  ","",2,null,113,112,"112",112.5,99,99,"99",99,31,32,"31",31.5,123,102,126,73,123,74,null,96,98,100,{"$nulls":9},8,4,6,{"$nulls":3},19,21,17,{"$nulls":3},"","","","","","","paracetamol, pethidine","paracetamol, pethidine","paracetamol, pethidine","paracetamol, pethidine","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,168,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","paracetamol,","pethidine","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,8]
[23,"Male","No",{"$nulls":9},"No","No","No",3,99,98,98,98.33333333333333,24,24,20,22.666666666666668,70,72,70,70.66666666666667,72,52,95,54,90,50,37.3,37.4,37.3,37.33333333333333,"Orthopaedics","traumatic above elbow amputation","stump refashioning","",22,"Anesthetic officer   ","I.     ","general anesthesia","","","yes","","yes","","","","","","","","","","yes","",null,2000,{"$nulls":3},80,40,50,null,"No","No","Ward.  ","",2,null,64,65,"64",64.5,98,98,"97",98,18,18,"19",18,96,60,92,57,93,58,null,100,96,97,{"$nulls":9},5,8,2,{"$nulls":3},22,20,18,{"$nulls":3},"","","","","","","paracetamol, pethidine","paracetamol, pethidine","paracetamol, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,106,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","pethidine","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,8]
[64,"Female","No",null,null,1,0,1,0,0,0,0,"No","No","No",2,98,95,97,96.66666666666667,16,12,14,14,70,71,73,71.33333333333333,138,76,131,77,129,78,37.9,37.9,37.8,37.86666666666667,"Neurosurgery","acute on chronic subdural hematoma","burr hole","burr holes",21,"Anesthetic officer   ","III.   ","general anesthesia","","yes","yes","","yes","yes","yes","","","","yes","yes","yes","","yes","",null,4000,450,null,null,150,90,130,null,"No","Yes","Ward.  ","Non rebreather mask   ",4,10,64,62,"62",63,98,97,"96",97.5,18,14,"16",16,125,76,128,76,128,80,null,96,94,97,98,null,null,8,5,{"$nulls":4},6,5,0,1,null,null,16,18,14,14,null,null,"non rebreather","nasal prongs","","","","","paracetamol, ibuprofen","paracetamol, ibuprofen","paracetamol, ibuprofen","paracetamol, ibuprofen","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,111,1,"60yrs or more","Female","Female","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",1,1,0,1,0,0,0,0,0,1,"Alive","Alive","Alive","0-","100-","paracetamol,","ibuprofen","","","","","80-",2,"Yes",1,1,0,0,0,1,{"$nulls":4},0,1,0,1,0,1,0,8]
[23,"Male","No",{"$nulls":9},"No","No","No",2,98,96,95,96.33333333333333,23,25,24,24,80,95,82,85.66666666666667,101,66,93,62,112,72,37.7,37.8,37.7,37.733333333333334,"Orthopaedics","open left fracture tibia and fibula","debridement and backslab","",15,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",500,500,{"$nulls":3},40,30,50,null,"No","No","Ward.  ","",2,null,73,77,"76",75,96,96,"96",96,19,18,"18",18.5,112,79,120,78,110,72,null,98,96,95,{"$nulls":9},4,5,2,{"$nulls":3},19,13,{"$nulls":4},"","","","","","","pethidine","pethidine","paracetamol, pethidine","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,212,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","pethidine","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,8]
[29,"Female","No",{"$nulls":9},"No","No","No",2,99,98,98,98.33333333333333,28,26,24,26,97,98,96,97,127,65,122,90,120,78,37,36.9,37.1,37,"Orthopaedics","open fracture distal radius","surgical toilet and suture with debridement","",23,"Senior house officer   ","II.    ","Regional anesthesia","","","","yes","","","","","","","","","","yes","yes","",2000,{"$nulls":4},15,20,30,null,"No","No","Ward.  ","",0,null,98,95,"99",96.5,99,98,"98",98.5,18,16,"17",17,120,80,120,80,119,69,null,99,95,98,95,{"$nulls":8},5,4,3,0,null,null,28,22,26,24,null,null,"","","","","","","paracetamol, ibuprofen","paracetamol, ibuprofen","paracetamol, ibuprofen","paracetamol, ibuprofen","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,104,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","ibuprofen","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,8]
[75,"Male","No",{"$nulls":9},"No","Yes","No",1,99,99,99,99,23,25,24,24,103,105,102,103.33333333333333,100,60,98,59,96,67,37,37.1,37.1,37.06666666666666,"General surgery","peritonitis","exploratory laparotomy","midline",21,"Anesthetic officer   ","III.   ","general anesthesia","","yes","","","yes","yes","yes","","","","yes","yes","yes","yes","yes","yes",2000,{"$nulls":4},100,130,150,null,"No","No","Ward.  ","",2,null,120,122,"123",121,99,99,"99",99,18,19,"18",18.5,90,60,92,58,94,62,null,100,99,99,{"$nulls":9},3,4,1,{"$nulls":3},19,21,20,{"$nulls":3},"","","","","","","paracetamol, diclofenac","paracetamol, diclofenac","paracetamol, diclofenac","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,334,1,"60yrs or more","Male","Male","No","No","No","No","Yes","Yes","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","diclofenac","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,8]
[27,"Female","No",{"$nulls":9},"No","No","No",2,99,100,99,99.33333333333333,20,18,20,19.333333333333332,59,61,58,59.333333333333336,113,65,114,57,106,59,37,37,37,37,"Orthopaedics","open right tibia and fibula fracture","debridement and backslab","",26,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","","yes","",1500,{"$nulls":4},50,28,40,null,"No","No","Ward.  ","",0,null,70,68,"66",69,100,97,"97",98.5,22,24,"22",23,121,63,119,63,114,58,null,99,100,100,97,{"$nulls":8},8,5,2,7,null,null,14,16,14,18,null,null,"","","","","","","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,134,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol,","ibuprofen","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,8]
[58,"Male","No",{"$nulls":9},"No","No","No",3,95,94,95,94.66666666666667,16,14,12,14,72,80,82,78,119,71,129,70,138,72,35.9,36,35.9,35.93333333333334,"General surgery","intestinal obstruction","exploratory laparotomy","midline",16,"Senior house officer   ","III.   ","general anesthesia","","","yes","","yes","yes","","","","","yes","yes","yes","yes","yes","",3000,1000,{"$nulls":3},80,140,160,null,"Yes","No","Ward.  ","",4,0,132,130,"133",131,99,100,"99",99.5,26,28,"26",27,133,77,122,67,122,70,null,100,99,100,97,{"$nulls":8},5,7,3,2,null,null,18,24,12,16,null,null,"","","","","","","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,132,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","tramadol,","ibuprofen","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,8]
[32,"Male","No",null,null,0,0,1,0,0,0,0,"No","No","No",5,100,99,99,99.33333333333333,28,30,28,28.666666666666668,129,130,131,130,90,47,92,49,88,52,34.8,34.9,34.8,34.83333333333333,"Orthopaedics","open tibia and fibula fracture right, open fracture ulna left","debridement and backslab","",20,"Anesthetic officer   ","II.    ","general anesthesia","","","yes","","yes","","","","","","","","","","yes","yes",2000,3000,{"$nulls":3},250,36,40,null,"No","No","Ward.  ","",0,null,78,75,"74",76.5,100,99,"99",99.5,20,22,"21",21,101,56,102,55,104,58,null,99,98,99,96,{"$nulls":8},4,6,3,2,null,null,16,18,20,18,null,null,"","","","","","","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",8,136,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,8]
[24,"Female","No",{"$nulls":9},"No","No","No",2,100,99,96,98.33333333333333,14,16,18,16,85,87,88,86.66666666666667,143,85,144,88,142,87,36.9,36.8,36.9,36.86666666666667,"Neurosurgery","diffuse axonal injury grade 3, temporal contusions","craniectomy","",20,"Anesthetic officer   ","IV","general anesthesia","","yes","","","yes","yes","yes","","","yes","yes","yes","yes","yes","yes","",4200,{"$nulls":4},170,152,168,null,"No","No","Ward.  ","",3,null,75,77,"77",76,99,99,"99",99,24,20,"23",22,158,92,149,76,147,74,null,99,98,99,98,{"$nulls":14},17,19,17,18,null,null,"","","","","","","paracetamol","paracetamol","paracetamol","paracetamol","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",9,271,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,9]
[41,"Female","No",{"$nulls":9},"No","No","No",4,95,96,97,96,26,27,26,26.333333333333332,71,67,78,72,120,70,117,67,120,78,36.7,36.7,36.7,36.7,"General surgery","gastric perforation","exploratory laparotomy","midline",12,"Anesthetic officer   ","IV","general anesthesia","","yes","","","yes","yes","","","","","yes","yes","yes","yes","yes","yes",null,3000,{"$nulls":3},60,128,135,null,"No","No","Ward.  ","",0,null,117,120,"118",118.5,99,99,"99",99,17,18,"17",17.5,111,68,116,70,121,76,null,98,100,97,{"$nulls":9},1,5,7,{"$nulls":3},23,21,27,{"$nulls":3},"","","","","","","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",9,198,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","tramadol,","ibuprofen","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,9]
[34,"Female","No",{"$nulls":9},"No","No","No",4,95,94,93,94,13,15,12,13.333333333333334,112,114,112,112.66666666666667,99,68,111,74,113,80,37.2,37.1,37.2,37.16666666666667,"General surgery","gut perforation with peritonitis","exploratory laparotomy","midline",11,"Anesthetic officer   ","V","general anesthesia","","yes","yes","","","yes","yes","","","","yes","yes","yes","yes","yes","",null,5000,{"$nulls":3},100,60,73,null,"No","No","Ward.  ","",3,null,108,111,"111",109.5,98,99,"98",98.5,15,18,"16",16.5,103,77,129,90,126,88,null,99,98,96,{"$nulls":9},7,4,0,{"$nulls":3},13,17,15,{"$nulls":3},"","","","","","","ibuprofen, paracetamol, tramadol","ibuprofen, paracetamol, tramadol","ibuprofen, paracetamol, tramadol","","","","","","","Yes","No","Alive","Yes","No","Alive",9,178,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","V","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","ibuprofen,","paracetamol,","tramadol","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,9]
[51,"Female","No",{"$nulls":9},"No","No","No",2,99,99,99,99,26,24,22,24,104,105,109,106,113,77,115,82,117,82,37.8,37.9,37.9,37.86666666666667,"Orthopaedics","open tibia and fibula fracture","debridement and backslab","",23,"Anesthetic officer   ","I.     ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",500,{"$nulls":4},50,50,55,null,"No","No","Ward.  ","",0,null,120,122,"122",121,99,100,"99",99.5,20,22,"22",21,112,79,113,80,114,82,null,100,100,99,{"$nulls":9},2,6,3,{"$nulls":3},13,15,17,{"$nulls":3},"","","","","","","pethidine, paracetamol","pethidine, paracetamol","pethidine, paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",9,338,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","pethidine,","paracetamol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,9]
[80,"Male","Yes",null,1,0,0,0,0,1,0,1,"No","No","No",1,98,97,98,97.66666666666667,20,20,20,20,82,83,84,83,131,84,134,83,136,80,36.8,36.7,36.6,36.699999999999996,"Orthopaedics","crushed distal left leg and ankle joint","debridement, plaster of Paris and back slab","",29,"Anesthetic officer   ","III.   ","general anesthesia","","","","","","","","","","","yes","yes","","","","",null,1500,{"$nulls":3},40,70,100,null,"No","Yes","Ward.  ","Nasal prongs",0,5,68,67,"67",67.5,94,93,"94",93.5,24,25,"22",24.5,138,62,132,79,147,66,null,95,99,99,{"$nulls":9},2,3,2,{"$nulls":3},16,19,20,{"$nulls":3},"","","","","","","pethidine, paracetamol","pethidine, paracetamol","pethidine, paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",9,80,1,"60yrs or more","Male","Male","Yes","Yes","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",1,0,0,0,0,0,0,0,0,1,"Alive","Alive","Alive","0-","100-","pethidine,","paracetamol","","","","","0-",0,"Yes",0,0,0,0,0,0,0,0,0,0,0,0,{"$nulls":3},1,0,9]
[50,"Male","No",{"$nulls":9},"No","No","No",2,100,100,100,100,19,17,18,18,103,105,108,105.33333333333333,103,75,109,71,108,75,37.6,37.7,37.6,37.63333333333333,"General surgery","peritonitis","exploratory laparotomy","midline",19,"Anesthetic officer   ","III.   ","general anesthesia","","yes","yes","","yes","yes","yes","","","yes","","yes","","yes","yes","",3600,{"$nulls":4},100,132,152,null,"No","No","Ward.  ","",2,null,112,113,"113",112.5,99,99,"99",99,20,22,"21",21,108,75,109,71,103,75,null,99,99,99,{"$nulls":9},5,0,3,{"$nulls":3},19,21,17,{"$nulls":3},"","","","","","","morphine, paracetamol","morphine, paracetamol","morphine, paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",9,333,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","morphine,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,9]
[38,"Male","No",{"$nulls":9},"No","No","No",3,98,97,96,97,14,16,20,16.666666666666668,73,64,63,66.66666666666667,111,39,131,63,135,63,35.9,36.1,36,36,"General surgery","peritonitis","exploratory laparotomy","midline",11,"Anesthetic officer   ","III.   ","general anesthesia","","","yes","","yes","yes","","","","","yes","yes","yes","yes","yes","",null,3700,{"$nulls":3},220,130,147,null,"No","No","Ward.  ","",6,null,64,63,"65",63.5,99,96,"97",97.5,23,25,"23",24,131,63,135,63,138,62,null,95,96,94,{"$nulls":9},5,3,4,{"$nulls":3},16,10,14,{"$nulls":3},"","","","","","","morphine, paracetamol, ibuprofen","morphine, paracetamol, ibuprofen","tramadol, paracetamol, ibuprofen","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",9,182,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","morphine,","paracetamol,","ibuprofen","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,9]
[25,"Male","Yes",{"$nulls":9},"No","No","No",3,99,100,99,99.33333333333333,21,23,23,22.333333333333332,68,79,74,73.66666666666667,110,72,115,70,103,64,36.6,36.4,36.5,36.5,"Orthopaedics","open fracture left tibia and fibula","debridement and backslab","",15,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","","",5000,{"$nulls":4},30,100,110,null,"No","No","HDU","",0,null,86,84,"82",85,99,99,"99",99,18,19,"18",18.5,99,60,124,73,121,72,null,99,99,99,{"$nulls":9},2,4,5,{"$nulls":3},17,18,21,{"$nulls":3},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",9,248,1,"18-35","Male","Male","Yes","Yes","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,9]
[25,"Male","No",{"$nulls":9},"No","No","No",6,99,98,99,98.66666666666667,21,20,18,19.666666666666668,89,94,104,95.66666666666667,143,83,118,102,153,93,37.2,37.3,37.3,37.266666666666666,"Neurosurgery","left temporoparietal acute subdural hematoma","decompressive craniectomy","horse shoe",20,"Anesthetic officer   ","IV","general anesthesia","","yes","","","","yes","","","","","yes","yes","","yes","yes","",1400,3000,null,300,null,100,153,165,null,"No","yes","Ward.  ","",2,5,99,100,"100",99.5,99,99,"99",99,17,15,"17",16,155,95,158,66,153,94,null,100,95,96,{"$nulls":9},2,6,4,{"$nulls":3},19,15,17,{"$nulls":3},"","","","","","","paracetamol","paracetamol","paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",9,176,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","lessthan 100mls",1,0,0,0,0,0,0,0,0,1,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"Yes",0,0,0,0,0,0,0,0,0,0,0,0,{"$nulls":3},1,0,9]
[32,"Male","No",{"$nulls":9},"No","No","No",2,98,97,95,96.66666666666667,12,13,12,12.333333333333334,62,64,60,62,89,52,94,62,90,60,36.2,36.2,36.3,36.233333333333334,"General surgery","gut perforation with peritonitis","exploratory laparotomy","midline",20,"Anesthetic officer   ","IV","general anesthesia","","yes","yes","","yes","yes","","","","","yes","yes","yes","yes","","",3000,2400,{"$nulls":3},100,143,165,null,"No","No","Ward.  ","",0,null,110,114,"113",112,99,98,"98",98.5,26,25,"23",25.5,119,76,110,74,113,80,null,100,98,99,96,{"$nulls":8},2,4,5,1,null,null,17,19,15,19,null,null,"","","","","","","ibuprofen, paracetamol, tramadol","ibuprofen, paracetamol, tramadol","ibuprofen, paracetamol, tramadol","ibuprofen, paracetamol, tramadol","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",9,177,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","ibuprofen,","paracetamol,","tramadol","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,9]
[61,"Male","No",{"$nulls":9},"No","No","No",3,99,99,99,99,15,17,16,16,88,73,72,77.66666666666667,152,88,131,73,125,72,36.8,36.9,36.8,36.83333333333333,"General surgery","gut perforation","exploratory laparotomy","midline",15,"Anesthetic officer   ","III.   ","general anesthesia","","yes","","","","yes","","","","","","yes","","yes","yes","",4000,{"$nulls":4},130,131,152,null,"No","No","Ward.  ","",0,null,88,88,"88",88,100,100,"100",100,10,14,"13",12,125,72,130,70,132,75,null,98,97,99,{"$nulls":9},0,5,7,{"$nulls":3},17,18,16,{"$nulls":3},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",9,245,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","tramadol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,9]
[27,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,23,25,24,24,87,89,88,88,130,73,128,69,126,76,37.2,37.3,37.2,37.233333333333334,"Neurosurgery","right intracerebral hemorhage with midline shift","decompressive craniectomy and duroplasty","reverse question makr incision",15,"Senior house officer   ","IV","general anesthesia","","yes","","","yes","yes","","","","","yes","","yes","yes","yes","",2400,{"$nulls":4},100,140,175,null,"No","yes","Ward.  ","Nasal prongs",0,5,89,87,"84",88,94,96,"95",95,20,22,"21",21,126,87,118,89,128,92,null,98,99,96,{"$nulls":9},2,3,1,{"$nulls":3},19,20,21,{"$nulls":3},"","","","","","","paracetamol","paracetamol","paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",9,356,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","IV","risk resp failure","general anesthesia","lessthan 100mls",1,0,0,0,0,0,0,0,0,1,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",0,"Yes",0,0,0,0,0,0,0,0,0,0,0,0,{"$nulls":3},1,0,9]
[36,"Male","No",{"$nulls":9},"No","No","No",2,98,98,99,98.33333333333333,20,20,22,20.666666666666668,74,70,72,72,132,85,136,84,136,82,37.1,37,37.2,37.1,"General surgery","penetrating abdominal trauma with gut extravasation","exploratory laparotomy","midline incision",21,"Anesthetic officer   ","III.   ","general anesthesia","","yes","","","","yes","yes","yes","yes","","yes","yes","","yes","yes","",null,3000,{"$nulls":3},50,126,140,null,"No","No","Ward.  ","",3,null,98,99,"98",98.5,100,99,"99",99.5,20,20,"20",20,120,70,127,58,118,67,null,98,96,95,{"$nulls":9},2,4,0,{"$nulls":3},24,20,22,{"$nulls":3},"","","","","","","paracetamol, ibuprofen","paracetamol, ibuprofen","paracetamol, ibuprofen","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",10,102,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","ibuprofen","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,10]
[78,"Male","No",null,null,1,0,1,0,0,0,0,"No","No","No",3,96,95,96,95.66666666666667,23,24,23,23.333333333333332,84,85,83,84,128,81,134,95,135,85,37.7,37.8,37.7,37.733333333333334,"Orthopaedics","gangrenous left foot","debridement","",18,"Anaesthesiologist","III.   ","Regional anesthesia","","","","yes","yes","","","","","","","","","yes","yes","",2400,1000,{"$nulls":3},20,32,43,null,"No","No","Ward.  ","Nasal prongs",0,null,82,83,"83",82.5,99,99,"99",99,24,26,"22",25,132,88,133,89,136,86,null,99,100,96,{"$nulls":9},8,1,2,{"$nulls":3},21,22,20,{"$nulls":3},"","","","","","","paracetamol","paracetamol","paracetamol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",10,82,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anaesthesiologist","Anaesthesiologist","Senior house officer/ Anaesthesiologist","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol","","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,10]
[19,"Female","No",{"$nulls":9},"No","No","No",0,99,98,97,98,25,24,25,24.666666666666668,75,73,74,74,130,74,128,75,126,76,37.6,37.5,37.5,37.53333333333333,"General surgery","penetrating abdominal trauma","exploratory laparotomy","midline",19,"Anesthetic officer   ","III.   ","Regional anesthesia","yes","yes","yes","yes","yes","yes","","","","","","","","yes","yes","yes",1800,{"$nulls":4},120,134,154,null,"No","No","Ward.  ","",0,null,75,74,"74",74.5,100,99,"99",99.5,16,19,"17",17.5,132,87,133,78,135,73,null,96,95,96,95,96,null,null,8,10,8,6,null,4,8,2,3,4,null,26,24,19,16,18,null,"","non rebreather mask","non rebreather mask","non rebreather mask","non rebreather mask","","morphine, paracetamol","morphine, paracetamol","morphine, paracetamol","morphine, paracetamol","morphine, paracetamol","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",10,281,1,"18-35","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","Regional anesthesia","morethan 100mls",0,0,0,1,1,1,0,1,0,1,"Alive","Alive","Alive","100-","100-","morphine,","paracetamol","","","","","80-",4,"Yes",0,1,1,1,1,0,1,{"$nulls":3},2,1,0,2,0,0,0,10]
[38,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,18,20,16,18,98,96,97,97,104,67,108,65,109,64,36.6,36.6,36.6,36.6,"General surgery","devolving injury on right thigh","debridement and surgical toilet and suture","",13,"Anesthetic officer   ","II.    ","general anesthesia","","","yes","","yes","","","","","","yes","","","","","",{"$nulls":5},25,20,30,null,"No","No","Ward.  ","",3,null,56,55,"56",55.5,95,94,"96",94.5,24,22,"23",23,110,59,111,61,118,62,null,99,99,99,99,99,{"$nulls":7},4,5,1,6,0,null,32,20,18,26,24,null,"","","","","","","paracetamol, diclofenac","paracetamol, diclofenac","paracetamol, diclofenac","paracetamol, diclofenac","paracetamol, diclofenac","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",10,150,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","diclofenac","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,10]
[80,"Male","Yes",6,1,1,0,1,0,1,0,0,"No","No","No",3,99,100,99,99.33333333333333,16,16,18,16.666666666666668,88,90,93,90.33333333333333,124,68,116,62,136,70,35.9,36,36.1,36,"Orthopaedics","open fracture middle finger, open fracture right tibia and fibula","debridement and backslab","",17,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","","yes","",null,500,{"$nulls":3},30,25,35,null,"No","No","Ward.  ","",0,null,72,74,"73",73,99,99,"99",99,20,22,"18",21,131,68,134,63,138,62,null,99,99,98,96,null,null,5,3,{"$nulls":4},5,6,1,2,null,null,24,22,20,14,null,null,"nasal prongs","nasal prongs","","","","","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","","","Yes","yes","Alive","Yes","yes","Alive","Yes","Not applicable","Alive",10,31,1,"60yrs or more","Male","Male","Yes","Yes","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,1,1,1,0,0,0,0,0,1,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","0-",2,"Yes",1,1,0,0,0,1,{"$nulls":4},1,1,0,1,0,0,0,10]
[52,"Male","No",null,null,1,0,1,0,0,0,0,"No","No","No",3,99,99,96,98,36,38,36,36.666666666666664,98,99,102,99.66666666666667,110,63,116,60,118,61,37,36.7,37.3,37,"Orthopaedics","gangrenous right foot","below knee amputation","",21,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","yes","yes","yes",1500,1000,{"$nulls":3},100,80,60,null,"No","No","Ward.  ","",2,null,72,70,"73",71,99,99,"99",99,17,19,"16",18,115,65,110,70,111,68,null,99,100,97,99,98,99,{"$nulls":6},5,6,5,4,2,2,24,18,16,18,19,21,"","","","","","","paracetamol, codeine","paracetamol, codeine","paracetamol, codeine","paracetamol, codeine","paracetamol, codeine","paracetamol, codeine","Not applicable","Not applicable","Alive","Yes","yes","Alive","Yes","Not applicable","Alive",10,44,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","codeine","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,10]
[27,"Male","No",{"$nulls":9},"No","No","No",2,98,97,95,96.66666666666667,20,18,19,19,75,73,70,72.66666666666667,145,64,125,64,112,56,36.6,36.5,36,36.36666666666667,"General surgery","peritonitis","exploratory laparotomy","midline",25,"Anesthetic officer   ","IV","general anesthesia","","yes","","","","","","","","","yes","yes","yes","yes","yes","",null,2000,{"$nulls":3},200,125,145,null,"No","No","Ward.  ","",3,null,72,69,"69",70.5,98,96,"97",97,21,23,"22",22,108,47,106,55,113,52,null,97,95,96,92,{"$nulls":8},2,4,1,3,null,null,16,19,21,15,null,null,"","","","","","","paracetamol, ibuprofen","paracetamol, morphine, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, ibuprofen","","","Yes","No","Alive","Yes","","Alive","Yes","No","Alive",10,181,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","ibuprofen","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,10]
[20,"Male","No",{"$nulls":9},"No","No","No",1,99,99,99,99,16,18,17,17,64,59,59,60.666666666666664,152,88,137,82,129,77,37.8,37.6,37.5,37.63333333333333,"General surgery","gut perforation","exploratory laparotomy","midline",15,"Anesthetic officer   ","III.   ","general anesthesia","","yes","yes","","yes","yes","","","","","","","yes","yes","","",2600,{"$nulls":4},50,129,137,null,"No","No","Ward.  ","",0,null,61,74,"72",67.5,94,93,"94",93.5,16,17,"17",16.5,116,70,119,73,115,70,null,98,96,95,93,{"$nulls":8},1,5,3,4,null,null,14,16,13,16,null,null,"","","","","","","paracetamol, diclofenac, tramadol","paracetamol, diclofenac, tramadol","paracetamol, diclofenac, tramadol","paracetamol, diclofenac, tramadol","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",10,214,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","diclofenac,","tramadol","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,10]
[55,"Female","No",null,null,1,0,0,0,0,0,0,"No","No","No",2,96,95,96,95.66666666666667,20,18,21,19.666666666666668,76,77,75,76,132,94,114,88,129,95,37.3,37.4,37.3,37.33333333333333,"Neurosurgery","acute subdural hematoma","burr holes","",9,"Anesthetic officer   ","III.   ","general anesthesia","","yes","","","yes","yes","yes","","","yes","yes","yes","yes","yes","yes","",2200,{"$nulls":4},200,96,100,null,"No","No","Ward.  ","",3,null,108,109,"108",108.5,99,99,"99",99,22,22,"22",22,122,88,123,88,129,95,null,98,95,94,95,96,null,null,5,5,{"$nulls":3},3,4,1,0,0,0,16,17,18,19,20,16,"","nasal prongs","nasal prongs","","","","paracetamol","paracetamol","paracetamol","paracetamol","paracetamol","paracetamol","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",10,327,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,1,1,1,0,0,0,1,"Alive","Alive","Alive","0-","100-","paracetamol","","","","","","80-",2,"Yes",0,1,1,0,0,0,1,{"$nulls":3},2,1,0,2,0,0,0,10]
[62,"Female","No",null,null,1,1,1,0,0,0,0,"No","No","No",2,100,96,94,96.66666666666667,20,20,23,21,95,96,97,96,124,62,120,60,121,58,37,37,37,37,"Orthopaedics","open fracture radius and ulnar","debridement and back slab","",18,"Anesthetic officer   ","I.     ","general anesthesia","","","yes","","","","","","","","yes","","","","","",2000,{"$nulls":4},30,45,65,null,"No","No","Ward.  ","",5,null,56,55,"56",55.5,98,99,"98",98.5,20,20,"20",20,130,78,133,80,128,74,null,100,95,94,{"$nulls":9},8,4,3,{"$nulls":3},24,20,18,{"$nulls":3},"","","","","","","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",10,117,1,"60yrs or more","Female","Female","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,10]
[28,"Male","No",{"$nulls":9},"No","No","No",4,98,97,98,97.66666666666667,17,18,16,17,126,121,122,123,108,80,98,76,99,81,37.6,37.6,37.5,37.56666666666667,"General surgery","gut perforation with peritonitis","exploratory laparotomy","midline",14,"Anesthetic officer   ","II.    ","general anesthesia","","yes","","","","yes","","","","yes","yes","yes","yes","yes","yes","",null,3500,{"$nulls":3},90,95,105,null,"No","No","Ward.  ","",2,null,106,114,"112",110,100,100,"100",100,100,100,"100",100,126,92,119,85,122,83,null,99,95,97,98,{"$nulls":8},5,8,4,3,null,null,13,17,16,15,null,null,"","","","","","","Paracetamol, ibuprofen, and tramadol","Paracetamol, ibuprofen, and tramadol","Paracetamol, ibuprofen, and tramadol","Paracetamol, ibuprofen, and tramadol","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",11,166,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","100-","Paracetamol,","ibuprofen,","and","tramadol","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,11]
[58,"Male","No",{"$nulls":9},"No","No","No",1,100,99,99,99.33333333333333,22,22,22,22,116,113,118,115.66666666666667,121,67,120,65,122,67,37,37,37,37,"General surgery","peritonitis with gut perforation","exploratory laparotomy and modified grahams patch","midline- supra umbilical",17,"Anesthetic officer   ","III.   ","general anesthesia","","","yes","","yes","","","","","","yes","yes","yes","yes","yes","",5000,{"$nulls":4},200,200,240,null,"Yes","No","Ward.  ","",0,null,65,62,"63",63.5,99,100,"99",99.5,20,22,"20",21,151,81,152,84,153,88,null,99,100,98,97,{"$nulls":8},9,8,10,5,null,null,18,16,14,16,null,null,"","","","","","","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",12,126,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","tramadol,","ibuprofen","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,12]
[45,"Male","No",{"$nulls":9},"No","No","No",2,100,100,100,100,12,13,14,13,117,102,94,104.33333333333333,129,75,124,70,125,71,37.7,37.6,37.7,37.66666666666667,"Orthopaedics","Infected open fracture right humerus","debridement","",16,"Anesthetic officer   ","I.     ","general anesthesia","","","yes","","yes","","","","","","yes","","","yes","","",500,{"$nulls":4},15,25,32,null,"No","No","Ward.  ","",null,null,106,91,"97",98.5,98,97,"97",97.5,25,23,"25",24,126,75,125,71,112,73,null,92,98,93,95,{"$nulls":8},8,10,7,1,null,null,21,23,25,17,null,null,"","","","","","","tramadol, paracetamol, pethidine","paracetamol, pethidine","paracetamol, pethidine","paracetamol, ibuprofen, tramadol","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",12,171,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","I.     ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","tramadol,","paracetamol,","pethidine","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,12]
[38,"Male","No",{"$nulls":9},"No","No","No",5,99,99,99,99,16,15,17,16,114,112,110,112,100,71,103,70,100,74,36,36.1,36,36.03333333333333,"Orthopaedics","open fracture right femur","debridement and backslab","",25,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","yes","yes","",1700,{"$nulls":4},60,82,98,null,"No","No","Ward.  ","",0,null,122,121,"121",121.5,99,98,"99",98.5,14,16,"14",15,107,74,103,74,107,74,null,98,96,90,98,{"$nulls":8},0,2,8,5,null,null,12,11,18,15,null,null,"","","","","","","paracetamol, pethidine","paracetamol, pethidine","paracetamol, pethidine","paracetamol, tramadol","","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",12,170,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","pethidine","","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,12]
[32,"Male","No",{"$nulls":9},"Yes","No","No",2,92,94,93,93,24,26,26,25.333333333333332,86,77,82,81.66666666666667,146,84,140,82,144,86,37.9,38.2,37.9,38,"Neurosurgery","brain fungus","craniectomy and duroplasty","bicoronal incision",9,"Anesthetic officer   ","III.   ","general anesthesia","","","","","","yes","yes","","","","yes","yes","yes","","yes","",2500,{"$nulls":4},100,110,135,null,"No","yes","HDU","Non rebreather mask   ",null,12,82,84,"83",83,96,95,"94",95.5,17,18,"17",17.5,146,84,144,82,148,90,null,98,95,95,92,99,null,12,15,8,8,2,{"$nulls":3},5,4,6,null,20,24,28,20,22,null,"non rebreather","non rebreather","non rebreather","nasal prongs","nasal prongs","","paracetamol","paracetamol","paracetamol","paracetamol","paracetamol","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",12,89,1,"18-35","Male","Male","No","No","Yes","1","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",1,1,0,1,0,1,0,1,0,1,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",5,"Yes",1,1,1,1,1,1,{"$nulls":4},0,1,0,1,0,1,0,12]
[30,"Female","No",{"$nulls":9},"No","No","Yes",2,99,95,95,96.33333333333333,24,22,22,22.666666666666668,87,88,87,87.33333333333333,128,67,126,70,128,74,37,37.2,37,37.06666666666667,"General surgery","peritonitis secondary to gut perforation","exploratory laparotomy","midline",12,"Senior house officer   ","III.   ","Regional anesthesia","yes","yes","yes","yes","yes","yes","","","","","","","","yes","yes","yes",4000,{"$nulls":4},300,108,130,null,"No","No","Ward.  ","",0,null,92,91,"91",91.5,97,98,"97",97.5,21,24,"23",22.5,101,70,98,68,100,64,null,100,95,97,96,94,98,{"$nulls":6},4,8,6,2,4,0,21,18,18,24,22,20,"","","","","","","paracetamol, ibuprofen","paracetamol, ibuprofen","paracetamol, ibuprofen","paracetamol, ibuprofen","paracetamol, ibuprofen","paracetamol, ibuprofen","Yes","No","Alive","Yes","yes","Alive","Yes","No","Alive",13,98,1,"18-35","Female","Female","No","No","No","No","No","No","Yes","Yes","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Senior house officer   ","Senior house officer","Senior house officer/ Anaesthesiologist","III.   ","risk resp failure","Regional anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","ibuprofen","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,13]
[24,"Male","No",{"$nulls":9},"No","No","No",2,100,100,100,100,13,14,13,13.333333333333334,138,140,140,139.33333333333334,131,91,132,92,132,94,38,38.2,38.2,38.13333333333333,"Orthopaedics","gun shot to the right thigh with open fracture femur","debridement and backslab","",16,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","yes","","yes","","","","","","","","","","yes","yes","",500,null,1350,null,null,200,145,160,null,"No","No","Ward.  ","",0,null,132,130,"131",131,96,96,"95",96,20,22,"22",21,131,90,130,92,129,92,null,98,97,95,96,95,{"$nulls":7},8,4,7,5,7,null,14,17,16,19,24,null,"","","","","","","paracetamol, pethidine","paracetamol, pethidine","paracetamol, pethidine","paracetamol, pethidine","paracetamol, pethidine","","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",13,210,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","morethan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","pethidine","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,13]
[38,"Male","No",{"$nulls":9},"No","No","No",2,99,98,95,97.33333333333333,21,20,21,20.666666666666668,112,112,110,111.33333333333333,121,69,114,74,118,75,37,37,37,37,"General surgery","appendicular abscess","exploratory laparotomy and drainage","midline",15,"Anesthetic officer   ","II.    ","general anesthesia","","yes","","no","","","","","","","yes","yes","","yes","yes","",2300,{"$nulls":4},100,102,120,null,"No","No","Ward.  ","",3,null,109,110,"111",109.5,100,100,"100",100,24,25,"25",24.5,120,74,114,73,119,73,null,99,99,93,99,99,99,{"$nulls":6},3,6,9,2,5,2,13,15,17,21,16,23,"","","","","","","paracetamol, ibuprofen, tramadol","paracetamol, ibuprofen, tramadol","paracetamol, ibuprofen, tramadol","paracetamol, ibuprofen, tramadol","paracetamol, ibuprofen, tramadol","paracetamol, ibuprofen, tramadol","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",13,164,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","paracetamol,","ibuprofen,","tramadol","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,13]
[58,"Female","No",null,null,1,0,1,0,0,0,0,"No","No","No",2,93,92,94,93,21,18,16,18.333333333333332,98,98,97,97.66666666666667,88,52,85,50,93,48,34.6,35,35.2,34.93333333333333,"General surgery","intestinal obstruction","exploratory laparotomy","midline",5,"Anesthetic officer   ","IV","general anesthesia","","yes","yes","","","","","","","","","","","yes","yes","",3000,null,1350,400,null,200,125,138,null,"No","No","Ward.  ","",2,null,68,69,"67",68.5,98,99,"98",98.5,22,28,"24",25,112,72,106,60,105,62,null,97,96,95,98,99,96,5,2,{"$nulls":4},8,4,0,1,5,4,25,24,22,18,18,24,"nasal prongs","nasal prongs","","","","","paracetamol","paracetamol","paracetamol","paracetamol","paracetamol","paracetamol","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",14,73,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,1,1,1,0,0,0,0,0,1,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",2,"Yes",1,1,0,0,0,1,{"$nulls":4},1,1,0,1,0,0,0,14]
[20,"Male","No",{"$nulls":9},"No","Yes","Yes",1,98,98,99,98.33333333333333,20,18,20,19.333333333333332,86,88,87,87,123,58,128,62,129,65,37,37,37,37,"General surgery","Traumatic spinal cord iniury with infected decubitus ulcers grade4","Debridement","",9,"Anesthetic officer   ","III.   ","general anesthesia","","","yes","","","","","","","","yes","yes","","yes","yes","yes",2000,{"$nulls":4},80,70,90,null,"Yes","No","Ward.  ","",5,null,115,120,"116",117.5,98,98,"98",98,20,22,"20",21,118,70,119,60,123,65,null,98,99,96,97,95,96,{"$nulls":3},4,2,3,5,4,6,8,2,3,26,28,24,22,20,16,"","","","Nasal prongs","Nasal prongs","","Paracetamol, diclofenac","Paracetamol, diclofenac","Paracetamol, diclofenac","Paracetamol, diclofenac","Paracetamol, diclofenac,tramadol","Paracetamol, diclofenac,tramadol","Yes","yes","Alive","Yes","yes","Alive","Yes","yes","Alive",14,21,1,"18-35","Male","Male","No","No","No","No","Yes","Yes","Yes","Yes","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,1,1,1,"Alive","Alive","Alive","0-","0-","Paracetamol,","diclofenac","","","","","80-",2,"Yes",0,0,0,1,1,0,0,0,1,null,7,1,0,4,0,0,1,14]
[45,"Male","No",{"$nulls":9},"No","No","No",3,98,96,95,96.33333333333333,17,19,17,17.666666666666668,92,90,89,90.33333333333333,130,72,132,75,134,78,37,37.2,37.1,37.1,"General surgery","gut perforation","exploratory laparotomy","midline",20,"Anesthetic officer   ","IV","general anesthesia","","yes","yes","","yes","yes","","","","","yes","yes","yes","yes","yes","",2200,1600,{"$nulls":3},100,142,168,null,"No","No","Ward.  ","",0,null,81,78,"79",79.5,99,98,"99",98.5,13,14,"13",13.5,118,62,116,70,112,68,null,94,96,95,99,97,94,null,5,5,{"$nulls":3},4,6,3,2,1,null,16,17,15,19,21,null,"","nasal prongs","nasal prongs","","","","paracetamol, diclofenac","paracetamol, diclofenac","paracetamol, diclofenac","paracetamol, diclofenac","paracetamol, diclofenac","","Yes","No","Alive","Yes","No","Alive","No","No","Alive",15,200,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,1,1,1,0,0,0,1,"Alive","Alive","Alive","100-","100-","paracetamol,","diclofenac","","","","","80-",2,"Yes",0,1,1,0,0,0,1,{"$nulls":3},2,1,0,2,0,0,0,15]
[32,"Male","No",{"$nulls":9},"No","No","No",2,98,97,98,97.66666666666667,22,20,22,21.333333333333332,61,63,68,64,132,77,130,78,134,80,37.9,37.9,37.9,37.9,"Neurosurgery","bilateral epidural hematoma","decompressive craniotomy","horse shoe",18,"Anesthetic officer   ","III.   ","general anesthesia","","","","","yes","yes","yes","","yes","","yes","yes","yes","yes","yes","",null,4000,null,400,300,500,90,125,null,"No","yes","HDU","Non rebreather mask   ",5,15,71,70,"71",70.5,95,93,"93",94,18,16,"17",17,132,77,130,78,134,80,null,95,94,94,96,98,99,15,15,13,10,8,8,4,5,2,4,3,1,22,20,20,18,18,18,"non rebreather mask","non rebreather mask","non rebreather mask","non rebreather mask","non rebreather mask","non rebreather mask","paracetamol, morphine","paracetamol, morphine","paracetamol, morphine","paracetamol, morphine","paracetamol, morphine","paracetamol, morphine","Yes","No","Alive","Yes","No","Alive","Yes","No","Alive",16,112,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",1,1,0,1,0,1,0,1,0,1,"Alive","Alive","Alive","0-","100-","paracetamol,","morphine","","","","","80-",5,"Yes",1,1,1,1,1,1,{"$nulls":4},0,1,0,1,0,1,1,16]
[38,"Male","No",{"$nulls":9},"No","No","No",2,99,97,96,97.33333333333333,24,26,27,25.666666666666668,98,97,96,97,140,86,136,84,139,85,37.4,37.5,37.6,37.5,"General surgery","burst abdomen","exploratory laparotomy","midline",23,"Anesthetic officer   ","IV","general anesthesia","","yes","yes","","yes","yes","yes","","yes","","yes","yes","yes","yes","yes","",2600,{"$nulls":4},300,165,175,null,"No","No","Ward.  ","",3,null,72,72,"73",72,94,96,"94",95,22,20,"22",21,135,82,131,80,132,78,null,93,95,96,95,98,99,null,10,15,12,10,5,2,4,3,6,5,2,17,19,21,23,19,20,"","non rebreather mask","non rebreather mask","non rebreather mask","non rebreather mask","nasal prongs","morphine, paracetamol","morphine, paracetamol","morphine, paracetamol","morphine, paracetamol","morphine, paracetamol","morphine, paracetamol","Yes","No","Alive","Yes","No","Alive","No","No","Alive",16,280,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,0,0,1,1,1,0,1,0,1,"Alive","Alive","Alive","100-","100-","morphine,","paracetamol","","","","","80-",4,"Yes",0,1,1,1,1,0,1,{"$nulls":3},7,1,0,2,0,0,1,16]
[32,"Female","No",{"$nulls":9},"No","Yes","No",1,95,96,95,95.33333333333333,28,30,28,28.666666666666668,125,123,124,124,98,64,90,55,94,54,37.7,37.6,37.8,37.7,"General surgery","GENERALISED PERITONITIS SECONDARY TO GUT PERFORATION","exploratory laparotomy","midline",8,"Anesthetic officer   ","III.   ","general anesthesia","","","yes","","yes","yes","","","","","yes","yes","yes","yes","yes","",null,3500,450,200,null,200,80,110,null,"Yes","Yes","HDU","Non rebreather mask   ",null,15,150,153,"151",151.5,96,95,"96",95.5,98,97,"94",97.5,88,45,89,47,85,43,null,97,98,100,96,99,100,70,40,40,40,40,40,{"$nulls":6},18,18,18,18,18,18,"mechanical ventilator","mechanical ventilator","mechanical ventilator","mechanical ventilator","mechanical ventilator","mechanical ventilator","morphine, fentanyl and paracetamol","morphine, fentanyl and paracetamol","morphine, fentanyl and paracetamol","morphine, fentanyl and paracetamol","morphine, fentanyl and paracetamol","morphine, fentanyl and paracetamol","Not applicable","Not applicable","Dead","Not applicable","Not applicable","Dead","No","Not applicable","Dead",16,35,1,"18-35","Female","Female","No","No","No","No","Yes","Yes","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",1,1,0,1,0,1,0,1,0,1,"Dead","Dead","Dead","0-","100-","morphine,","fentanyl","and","paracetamol","","","80-",5,"Yes",1,1,1,1,1,1,{"$nulls":4},0,1,1,1,0,1,1,16]
[20,"Male","No",{"$nulls":9},"No","No","No",2,99,99,99,99,25,25,24,24.666666666666668,86,84,85,85,98,62,99,63,95,59,36.8,36.8,36.8,36.8,"General surgery","gut perforation","exploratory laparotomy","midline",21,"Anesthetic officer   ","IV","general anesthesia","","yes","yes","","yes","yes","","","","","yes","yes","yes","yes","yes","yes",2300,{"$nulls":4},90,138,154,null,"No","No","Ward.  ","",0,null,74,74,"75",74,99,99,"99",99,25,24,"24",24.5,101,63,97,60,124,62,null,100,99,98,{"$nulls":9},0,2,3,{"$nulls":3},23,24,25,{"$nulls":3},"","","","","","","tramadol, paracetamol","tramadol, paracetamol","tramadol, paracetamol","","","","Yes","No","Alive","Yes","No","Alive","No","No","Alive",16,260,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","100-","100-","tramadol,","paracetamol","","","","","80-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,16]
[30,"Male","No",{"$nulls":9},"No","No","No",2,100,100,100,100,23,21,22,22,104,97,117,106,116,61,120,78,118,64,35.5,35.4,35.5,35.46666666666667,"General surgery","peritonitis secondary to visceral perforation","exploratory laparotomy","midline",22,"Anesthetic officer   ","III.   ","general anesthesia","","yes","yes","","","","","","","yes","yes","yes","yes","yes","","",3000,{"$nulls":4},50,118,130,null,"No","No","Ward.  ","",2,null,104,97,"98",100.5,95,96,"95",95.5,19,21,"21",20,118,64,120,78,116,61,null,95,93,92,95,94,95,5,2,{"$nulls":4},4,0,2,7,4,6,20,17,15,18,15,18,"nasal prongs","nasal prongs","","","","","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","Yes","No","Alive","Yes","No","Alive","No","Not applicable","Alive",17,157,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,1,1,1,0,0,0,0,0,1,"Alive","Alive","Alive","100-","100-","paracetamol,","tramadol,","ibuprofen","","","","0-",2,"Yes",1,1,0,0,0,1,{"$nulls":4},1,1,0,1,0,0,0,17]
[71,"Male","No",null,null,1,1,1,0,1,0,0,"No","No","No",4,95,96,94,95,20,22,24,22,76,75,74,75,150,92,151,93,153,90,37.3,37.4,37.6,37.43333333333333,"Orthopaedics","diabetic foot and Warners disease","debridement","",17,"Anesthetic officer   ","III.   ","Regional anesthesia","yes","","","yes","yes","","","","","","","","","","","",4000,{"$nulls":4},70,50,65,null,"No","yes","Ward.  ","Nasal prongs",0,5,100,100,"100",100,96,96,"95",96,24,20,"21",22,123,62,125,64,126,64,null,97,95,98,95,96,null,8,8,5,5,3,null,6,5,8,4,3,null,20,18,22,24,28,null,"non rebreather mask","non rebreather mask","non rebreather mask","nasal prongs","nasal prongs","","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","","Yes","No","Alive","Yes","No","Alive","No","No","Alive",18,121,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","Orthopaedics","Orthopaedics","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","Regional anesthesia","lessthan 100mls",1,1,0,1,0,1,0,1,0,1,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol,","ibuprofen","","","","0-",5,"Yes",1,1,1,1,1,1,{"$nulls":4},0,1,0,1,0,1,0,18]
[85,"Male","No",null,null,0,0,1,0,1,0,1,"No","No","No",2,95,96,93,94.66666666666667,16,17,16,16.333333333333332,66,64,66,65.33333333333333,128,79,130,76,132,75,37.4,37,37.3,37.233333333333334,"General surgery","sigmoid volvulus","exploratory laparotomy","midline",20,"Anesthetic officer   ","III.   ","general anesthesia","","","yes","","","","yes","","","","yes","yes","yes","","yes","",2000,{"$nulls":4},120,132,146,null,"No","No","Ward.  ","",null,null,72,70,"70",71,99,99,"99",99,20,22,"21",21,102,69,101,66,101,67,null,94,91,94,92,95,96,15,15,12,12,10,5,5,3,4,1,0,0,22,18,18,16,20,16,"non rebreather mask","non rebreather mask","non rebreather mask","non rebreather mask","nasal prongs","nasal prongs","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","paracetamol, tramadol","Yes","No","Alive","Yes","Not applicable","Alive","Yes","No","Alive",18,54,1,"60yrs or more","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",0,1,1,1,0,1,0,1,0,1,"Alive","Alive","Alive","100-","100-","paracetamol,","tramadol","","","","","80-",5,"Yes",1,1,1,1,1,1,{"$nulls":4},7,1,0,1,0,0,1,18]
[54,"Male","No",{"$nulls":9},"No","No","No",2,99,98,99,98.66666666666667,18,17,19,18,72,74,76,74,121,74,120,72,119,75,36.8,36.9,36.8,36.83333333333333,"General surgery","peritonitis secondary to gut perforation","exploratory laparotomy","midline",8,"Anesthetic officer   ","IV","general anesthesia","","","yes","","yes","yes","","","","","yes","yes","yes","yes","yes","",2200,{"$nulls":4},100,110,130,null,"No","No","Ward.  ","",0,null,59,60,"61",59.5,96,95,"95",95.5,22,24,"22",23,120,70,126,74,128,72,null,95,97,96,94,95,99,null,null,10,5,3,null,3,5,7,4,2,5,14,17,18,19,20,21,"","","non rebreather mask","nasal prongs","nasal prongs","","pethidine, paracetamol","pethidine, paracetamol","pethidine, paracetamol","pethidine, paracetamol","pethidine, paracetamol","pethidine, paracetamol","Yes","No","Alive","Yes","No","Alive","No","No","Alive",19,357,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,1,1,1,0,1,"Alive","Alive","Alive","100-","100-","pethidine,","paracetamol","","","","","80-",3,"Yes",0,0,1,1,1,0,0,1,null,null,3,1,0,3,0,0,0,19]
[35,"Male","No",{"$nulls":9},"No","No","No",1,96,97,95,96,17,15,17,16.333333333333332,89,89,89,89,126,68,128,70,120,64,37.3,37.4,37.3,37.33333333333333,"General surgery","gut perforation with peritonitis","exploratory laparotomy","midline",9,"Anesthetic officer   ","IV","general anesthesia","","yes","","","yes","yes","yes","","yes","","yes","yes","yes","yes","yes","yes",3500,null,900,500,null,400,180,200,null,"Yes","Yes","Ward.  ","Non rebreather mask   ",null,15,122,124,"124",123,95,96,"95",95.5,23,24,"22",23.5,90,67,93,65,94,63,null,94,97,95,94,96,95,15,15,10,12,10,10,5,3,7,4,8,3,16,20,22,26,17,15,"non rebreather mask","non rebreather mask","non rebreather mask","non rebreather mask","non rebreather mask","non rebreather mask","paracetamol, pethidine, tramadol","paracetamol, pethidine, tramadol","paracetamol, pethidine, tramadol","paracetamol, pethidine, tramadol","paracetamol, pethidine, tramadol","paracetamol, pethidine, tramadol","Yes","No","Alive","Yes","No","Alive","No","No","Alive",20,320,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",1,1,0,1,0,1,0,1,0,1,"Alive","Alive","Alive","100-","100-","paracetamol,","pethidine,","tramadol","","","","80-",5,"Yes",1,1,1,1,1,1,{"$nulls":4},0,1,0,1,0,1,1,20]
[36,"Male","No",{"$nulls":9},"No","No","No",3,99,99,99,99,31,30,30,30.333333333333332,100,99,92,97,98,64,110,69,102,66,36.6,36.6,36.6,36.6,"Neurosurgery","acute epidural hematoma","hinge craniotomy","horse shoe",16,"Anesthetic officer   ","IV","general anesthesia","","","","","yes","yes","","","yes","","yes","yes","yes","yes","yes","",2400,{"$nulls":4},130,150,170,null,"No","No","Ward.  ","",null,null,109,108,"107",108.5,98,96,"95",97,20,18,"19",19,110,69,102,66,101,67,null,95,97,95,96,97,98,15,15,10,8,2,2,{"$nulls":6},15,14,16,18,19,16,"non rebreather mask","non rebreather mask","non rebreather mask","non rebreather mask","nasal prongs","nasal prongs","fentanyl, paracetamol","fentanyl, paracetamol","fentanyl, paracetamol","fentanyl, paracetamol","paracetamol","paracetamol","Yes","No","Alive","Yes","No","Alive","No","Not applicable","Alive",20,188,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",0,1,1,1,0,1,0,1,0,1,"Alive","Alive","Alive","100-","100-","fentanyl,","paracetamol","","","","","80-",5,"Yes",1,1,1,1,1,1,{"$nulls":4},7,1,0,1,0,0,1,20]
[30,"Male","No",{"$nulls":9},"No","No","No",3,99,99,99,99,16,14,18,16,84,82,88,84.66666666666667,139,69,136,71,134,71,37.8,37.8,37.8,37.8,"General surgery","septic wound on the right leg","debridement","",16,"Anesthetic officer   ","II.    ","Regional anesthesia","yes","","","yes","","","","","","","","","","yes","yes","yes",1000,1000,{"$nulls":3},60,15,20,null,"No","No","Ward.  ","",0,null,71,72,"71",71.5,100,99,"99",99.5,73,70,"71",71.5,136,74,135,75,132,72,null,100,98,97,95,98,100,{"$nulls":6},3,1,6,4,8,3,14,28,30,18,16,20,"","","","","","","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","paracetamol, tramadol, ibuprofen","Yes","","Alive","Yes","No","Alive","Not applicable","Not applicable","Alive",20,138,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","II.    ","low risk resp failure","Regional anesthesia","lessthan 100mls",0,0,0,0,0,0,0,0,0,0,"Alive","Alive","Alive","0-","0-","paracetamol,","tramadol,","ibuprofen","","","","0-",0,"No",0,0,0,0,0,0,0,0,0,0,10,0,{"$nulls":3},0,0,20]
[38,"Female","No",{"$nulls":9},"No","No","No",1,99,95,96,96.66666666666667,18,17,17,17.333333333333332,72,74,76,74,130,82,132,81,133,78,37.3,37.4,37.3,37.33333333333333,"Neurosurgery","acute epidural hematoma","craniotomy","bicoronal",17,"Anesthetic officer   ","III.   ","general anesthesia","","yes","yes","yes","yes","yes","yes","","","","yes","yes","yes","yes","yes","",2000,{"$nulls":4},90,100,110,null,"No","No","Ward.  ","",2,null,90,91,"90",90.5,99,99,"99",99,20,22,"20",21,139,95,137,92,137,90,null,97,98,94,95,96,96,null,null,15,100,100,100,2,4,{"$nulls":4},24,22,18,18,18,19,"","","non rebreather mask","mechanical ventilator","mechanical ventilator","mechanical ventilator","paracetamol","paracetamol","fentanyl, paracetamol","fentanyl, paracetamol","fentanyl, paracetamol","fentanyl, paracetamol","Yes","No","Alive","No","No","Alive","No","No","Alive",24,324,1,"36-59","Female","Female","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","lessthan 100mls",0,0,0,0,0,1,1,1,0,1,"Alive","Alive","Alive","100-","100-","paracetamol","","","","","","80-",3,"Yes",0,0,1,1,1,0,0,1,null,null,7,1,0,3,0,0,1,24]
[35,"Male","No",{"$nulls":9},"No","No","No",1,95,94,96,95,32,30,32,31.333333333333332,120,124,121,121.66666666666667,100,56,96,58,101,60,38,38.2,38,38.06666666666667,"General surgery","perforated gut with peritonitis","exploratory laparotomy","midline",8,"Anesthetic officer   ","III.   ","general anesthesia","","","","","","yes","yes","yes","","yes","yes","yes","","yes","yes","",2000,null,450,200,null,200,180,200,null,"No","yes","Ward.  ","Non rebreather mask   ",2,15,108,110,"113",109,97,93,"96",95,23,22,"22",22.5,118,60,120,62,118,58,null,96,94,95,93,92,96,15,15,15,12,12,10,4,6,5,7,5,4,24,22,22,23,20,24,"non rebreather mask","non rebreather mask","non rebreather mask","non rebreather mask","non rebreather mask","non rebreather mask","paracetamol, diclofenac, tramadol","paracetamol, diclofenac, tramadol","paracetamol, diclofenac, tramadol","paracetamol, diclofenac, tramadol","paracetamol, diclofenac, tramadol","paracetamol, diclofenac, tramadol","Yes","No","Alive","No","Not applicable","Alive","No","Not applicable","Alive",24,93,1,"18-35","Male","Male","No","No","No","No","No","No","No","No","General surgery","Cardiothoracic&General Surgery","resp failure high risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","III.   ","risk resp failure","general anesthesia","morethan 100mls",1,1,0,1,0,1,0,1,0,1,"Alive","Alive","Alive","100-","100-","paracetamol,","diclofenac,","tramadol","","","","80-",5,"Yes",1,1,1,1,1,1,{"$nulls":4},0,1,0,1,0,1,1,24]
[46,"Male","No",{"$nulls":9},"No","No","No",2,99,98,98,98.33333333333333,27,29,27,27.666666666666668,124,127,129,126.66666666666667,117,82,111,85,109,85,38.2,38.3,38.2,38.233333333333334,"Neurosurgery","acute subdural hematoma","burr holes","",27,"Anesthetic officer   ","IV","general anesthesia","","yes","yes","","yes","yes","yes","","","","yes","yes","yes","yes","yes","",2800,{"$nulls":4},200,117,132,null,"No","Yes","ICU","mechanical ventilator",null,60,105,107,"106",106,99,99,"99",99,20,21,"20",20.5,109,82,108,78,110,54,null,99,99,99,99,99,99,60,60,60,60,15,5,{"$nulls":5},3,20,20,20,20,22,24,"mechanical ventilator","mechanical ventilator","mechanical ventilator","mechanical ventilator","non rebreather mask","nasa prongs","paracetamol, morphine","paracetamol, morphine","paracetamol, morphine","paracetamol, morphine","paracetamol, morphine","paracetamol, morphine","Yes","No","Alive","Yes","No","Alive","No","No","Alive",28,330,1,"36-59","Male","Male","No","No","No","No","No","No","No","No","Neurosurgery","ENT &Neurosurgery","resp failure low risk","Anesthetic officer   ","Anesthetic officer","Anesthetic officer ","IV","risk resp failure","general anesthesia","morethan 100mls",1,1,0,1,0,1,0,1,0,1,"Alive","Alive","Alive","100-","100-","paracetamol,","morphine","","","","","80-",5,"Yes",1,1,1,1,1,1,{"$nulls":4},0,1,0,1,0,1,1,28]