,Sex,Race,Hispanic_Ethnicity,Transfer_Status,Age,Surgical_Specialty,Height,Weight,Diabetes_Mellitus_Requiring_Therapy,Current_Smoker_Status,Dyspnea,Functional_Status,Ventilator_Dependency,History_of_Severe_COPD,Ascites_within_30_Days_Prior_to_Surgery,CHF_within_30_Days_Prior_to_Surgery,Hypertension_Requiring_Medication,Acute_Renal_Failure,Currently_Requiring_or_on_Dialysis,Disseminated_Cancer,Open_Wound,Steroid_or_Immunosuppressant_for_a_Chronic_Condition,Malnourishment,Bleeding_Disorder,RBC_Transfusion_within_72_Hours_Prior_to_Surgery,Preoperative_Serum_Sodium,Preoperative_Serum_BUN,Preoperative_Serum_Creatinine,Preoperative_WBC_Count,Preoperative_Hematocrit,Preoperative_Platelet_Count,ASA_Classification,Single_or_Multiple_Level_Surgery,OUTCOME
5787757,0,0,0,0,74.0,1,1.7018,80.739376,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,141.2,20.0,0.84,5.7,46.2,203.0,2,1,0.0
5036267,1,0,0,0,66.0,0,1.7271999999999998,82.553744,1,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,138.0,26.0,0.76,9.1,41.3,377.0,2,1,1.0
7450171,0,0,0,0,48.0,0,1.778,95.25432,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,142.0,15.0,1.1,5.44,42.8,236.0,2,0,0.0
7126260,1,0,2,0,76.0,1,1.5748,73.481904,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,139.0,23.0,1.5,6.1,37.0,222.0,1,0,0.0
10252925,1,1,0,0,45.0,0,1.7018,63.50288,0,0,0,1,0,0,0,0,1,0,0,0,0,1,0,1,0,138.0,15.0,0.5,5.2,39.8,225.0,2,0,1.0
8230462,0,0,0,0,72.0,0,1.8288,87.089664,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,143.0,19.0,1.24,6.7,36.3,227.0,1,0,0.0
9160748,0,0,0,0,64.0,1,1.7526,92.532768,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,135.0,13.0,1.27,9.0,42.7,262.0,2,0,0.0
5671122,0,0,0,0,73.0,0,1.7526,110.676448,1,0,1,0,0,1,0,0,1,0,0,0,0,0,0,0,0,140.0,20.0,1.1,6.96,36.4,371.0,2,0,1.0
6720911,1,0,0,0,85.0,1,1.651,64.863656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,139.0,19.0,1.0,6.1,37.0,378.0,1,0,0.0
7061462,1,0,0,0,34.0,0,1.5748,90.7184,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,140.0,10.0,0.68,6.9,38.5,209.0,1,0,0.0
10018061,1,1,0,0,44.0,1,1.778,69.399576,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,138.2,14.2,0.8039999999999999,6.112,37.96,252.2,1,0,0.0
5239969,0,0,0,0,67.0,0,1.7018,74.84268,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,138.0,13.0,0.8,5.6,37.2,180.0,1,0,0.0
8996404,0,0,1,0,40.0,0,1.7271999999999998,92.079176,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,145.0,5.0,0.93,6.2,48.1,386.0,1,1,0.0
9386442,0,0,0,0,75.0,0,1.7526,77.11064,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,141.0,22.0,1.01,7.2,47.2,203.0,2,0,0.0
10387368,1,0,1,0,63.0,0,1.6256,97.975872,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,136.0,16.0,0.8,7.44,42.9,256.0,1,0,0.0
7010368,0,0,0,0,65.0,0,1.7271999999999998,73.028312,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,140.45999999999998,16.2,0.942,7.640000000000001,47.3,232.6,1,0,0.0
5146289,0,0,0,0,25.0,1,2.032,144.695848,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,138.6,11.2,0.8219999999999998,7.279999999999999,45.12,292.2,0,0,0.0
5742273,1,0,0,0,54.0,0,1.4986,99.336648,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,140.0,36.4146,1.414,13.3,46.0,303.0,1,0,0.0
8774171,1,0,0,0,51.0,0,1.7271999999999998,73.028312,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,138.0,10.0,0.67,5.5,36.5,285.0,1,1,0.0
7012320,1,0,0,0,72.0,0,1.651,82.553744,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,142.0,15.0,0.8,4.68,38.1,157.0,2,0,0.0
6748376,1,0,0,0,63.0,0,1.5494,88.904032,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,140.0,11.0,0.65,5.7,37.8,238.0,2,0,0.0
11184440,1,0,0,0,47.0,0,1.778,76.203456,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,136.0,12.0,0.8,3.9,45.6,268.0,1,0,1.0
6533276,0,0,2,0,61.0,0,1.8288,90.7184,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,140.0,16.0,0.84,6.3,43.9,240.0,1,0,0.0
8132989,0,0,0,0,55.0,0,1.778,107.501304,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,137.0,14.0,0.6,9.7,41.4,271.0,2,1,0.0
10188894,1,0,0,0,54.0,0,1.6256,74.84268,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,137.0,9.0,0.66,6.8,35.7,181.0,2,1,1.0
7186712,0,0,0,0,70.0,0,1.6764,99.79024,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,139.0,19.0,0.89,8.5,43.8,296.0,2,0,0.0
7510012,0,0,0,0,43.0,1,1.6764,88.904032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,140.0,10.0,0.8,8.2,39.8,272.0,1,0,0.0
7660539,1,1,0,0,45.0,1,1.6001999999999998,81.192968,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,139.0,12.0,0.76,9.0,40.1,338.0,1,0,0.0
7290030,1,0,0,0,66.0,0,1.6256,85.728888,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,142.0,30.0,1.4,6.3,41.1,215.0,1,0,0.0
9672644,0,0,0,0,69.0,0,1.8034,116.119552,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,143.0,22.9,0.96,12.22,43.7,259.0,2,1,0.0
7766151,1,0,0,0,66.0,0,1.4478,85.728888,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,138.0,8.0,0.7,5.6,42.2,142.0,2,1,1.0
6507462,0,0,0,0,60.0,0,1.7526,97.975872,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,138.0,13.0,1.17,7.7,56.8,195.0,1,0,0.0
7709822,0,0,0,0,45.0,1,1.7271999999999998,93.439952,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,136.0,19.0,1.1,5.31,47.9,208.0,1,0,0.0
8858354,0,0,0,0,80.0,0,1.6256,94.800728,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,138.0,19.0,1.09,7.8,42.1,241.0,2,0,0.0
7378371,1,0,0,0,63.0,1,1.4986,49.89512,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,141.0,15.0,1.03,9.4,38.6,349.0,2,0,0.0
8548159,0,0,1,0,22.0,0,1.8288,76.203456,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,139.2,12.6,0.8200000000000001,8.459999999999999,41.46,328.8,0,0,0.0
6613851,1,0,0,0,67.0,1,1.6256,72.121128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,143.0,19.0,1.1,5.4,40.6,238.0,2,0,0.0
5320564,1,1,0,0,56.0,0,1.6764,92.532768,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,142.0,7.0,0.8,4.86,38.8,351.0,2,1,0.0
9423835,0,0,0,0,41.0,0,1.8542,106.140528,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,137.0,11.0,1.1,6.7,51.8,213.0,2,0,0.0
9835695,0,0,0,0,71.0,1,1.8034,81.64656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,140.0,15.0,1.24,8.8,41.3,283.0,1,0,0.0
7160592,1,0,0,0,68.0,1,1.524,86.18248,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,138.8,16.0,0.844,10.7,37.2,370.0,2,0,0.0
10026260,0,0,0,0,55.0,0,1.778,94.800728,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,142.0,16.0,1.0,4.8,49.7,190.0,1,0,0.0
10315487,0,4,2,0,36.0,0,1.8542,106.59412,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,141.0,22.0,0.86,5.9,50.0,189.0,1,0,0.0
8619804,0,0,0,0,66.0,0,1.905,111.13004,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,142.0,32.0,0.9,8.2,47.4,186.0,2,0,0.0
10200182,1,1,0,0,33.0,1,1.651,84.821704,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,136.0,10.0,0.78,8.2,42.6,348.0,1,0,0.0
9751533,0,0,0,0,56.0,0,1.6256,65.77083999999999,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,139.0,9.0,0.7,12.2,40.2,283.0,2,1,0.0
9721995,0,1,0,0,37.0,0,1.8288,108.86208,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,142.0,7.0,0.9,9.35,49.2,255.0,1,0,0.0
10206355,1,0,0,0,60.0,1,1.6001999999999998,65.77083999999999,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,138.0,13.0,0.8,6.4,42.8,379.0,1,1,1.0
11198354,0,4,0,0,54.0,1,1.8542,97.52228,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,139.0,36.415,1.06,6.4,49.2,211.0,1,0,0.0
7229471,1,0,0,0,51.0,1,1.6001999999999998,63.50288,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,143.0,16.0,0.76,5.8,45.3,219.0,1,0,0.0
6786646,0,0,0,0,48.0,0,1.778,80.28578399999999,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,137.0,19.0,0.96,7.7,41.9,328.0,1,0,0.0
9292474,0,0,0,0,55.0,0,1.8542,107.954896,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,138.0,19.2,0.86,5.0,42.8,203.0,2,0,1.0
6794115,1,0,0,0,86.0,1,1.4478,47.173568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,138.0,29.0,0.8,5.3,39.5,165.0,2,0,0.0
7408767,1,0,0,0,54.0,1,1.6764,97.975872,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,141.0,21.0,1.02,6.4,43.0,194.0,1,1,0.0
6883652,1,0,0,0,63.0,0,1.6001999999999998,80.28578399999999,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,141.0,10.0,0.6,7.1,44.9,238.0,2,0,0.0
5842458,1,0,0,0,36.0,0,1.4986,55.791816,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,140.0,12.0,0.95,7.8,44.7,243.0,1,0,0.0
5743896,1,0,0,0,42.0,0,1.6256,86.636072,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,141.0,17.0,0.78,5.9,39.0,233.0,1,0,1.0
9384835,0,0,0,0,64.0,1,1.7526,80.28578399999999,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,142.0,16.0,0.92,4.3,43.4,152.0,2,1,1.0
5611018,0,0,0,0,56.0,0,1.8034,106.59412,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,139.6,17.6,0.93,4.4,43.9,200.0,2,0,0.0
7596043,0,0,0,0,47.0,0,1.8034,87.543256,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,141.0,15.0,0.99,6.1,41.9,328.0,1,0,0.0
10910138,0,0,0,0,63.0,0,1.778,128.820128,1,1,1,0,0,0,0,1,1,0,0,0,0,0,0,0,0,140.0,13.0,1.08,5.4,41.5,139.0,2,0,0.0
10050403,1,1,0,0,61.0,0,1.6764,91.171992,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,142.0,27.0,1.1,4.4,38.7,389.0,1,1,0.0
5596411,0,0,2,0,69.0,1,1.778,87.996848,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,138.0,20.0,1.07,5.2,46.0,513.0,1,0,0.0
7178494,1,0,0,0,46.0,0,1.7271999999999998,87.543256,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,141.0,8.0,0.8,7.3,42.2,354.0,1,0,0.0
8453814,0,0,0,0,59.0,0,1.6764,73.028312,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,139.8,10.4,0.782,7.62,42.5,279.0,1,0,0.0
7203395,1,0,0,0,59.0,1,1.524,68.0388,0,1,0,0,0,1,0,0,1,0,0,0,0,1,0,0,0,141.0,10.0,1.1,9.8,39.4,229.0,2,0,0.0
9894778,1,0,0,0,73.0,0,1.6764,89.811216,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,142.0,10.0,0.81,6.8,38.1,294.0,2,0,1.0
8529954,0,0,0,0,71.0,1,1.778,107.501304,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,137.0,20.0,0.85,8.0,41.4,194.0,2,1,1.0
10428805,0,2,0,0,33.0,1,1.8288,83.460928,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,136.0,19.0,0.93,11.4,44.8,352.0,1,0,0.0
5555098,0,0,0,0,74.0,0,1.8288,117.480328,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,138.0,19.0,1.06,8.0,42.2,177.0,2,0,0.0
10500868,1,0,0,0,75.0,0,1.5494,81.192968,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,142.0,14.0,0.74,6.8,43.8,241.0,1,0,0.0
7083778,1,2,0,0,69.0,1,1.4986,66.224432,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,136.0,13.0,0.8,4.46,36.4,232.0,2,0,0.0
6506829,0,0,0,0,60.0,0,1.7018,115.66596,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,140.0,15.2,1.0399999999999998,5.8,45.8,195.0,2,1,1.0
7237641,0,1,0,0,47.0,1,1.8796,104.32616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,141.0,11.0,1.04,4.2,41.1,223.0,1,0,0.0
5212314,0,1,2,0,58.0,1,1.8288,87.089664,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,139.0,15.0,1.23,16.3,40.0,378.0,2,0,0.0
6665413,0,0,0,0,33.0,0,1.8542,78.017824,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,142.0,12.0,0.81,5.7,40.7,197.0,2,0,0.0
10870833,1,0,0,0,42.0,1,1.6256,88.904032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,139.0,13.0,0.68,6.9,41.6,279.0,1,0,0.0
10565185,0,0,0,0,57.0,0,1.9304,121.562656,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,146.0,18.0,0.9,9.2,46.5,223.0,2,0,0.0
7388919,0,0,0,0,45.0,0,1.7526,107.954896,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,141.0,19.0,1.2,7.06,46.3,227.0,1,0,0.0
5435610,1,0,0,0,65.0,0,1.6256,58.96696,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,143.0,12.0,0.74,5.2,38.1,248.0,1,0,0.0
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