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Table 1 Statistical quantitative description of the features. Binary and category features on the left, and numeric features on the right

From: Data analytics and clinical feature ranking of medical records of patients with sepsis

binary feature # % numeric feature median mean
atrial fibrillation (1: yes) 49 13.46 age 63 61.32
atrial fibrillation (2: no) 315 86.54 anatomical site of infection 2 2.84
cancer (1: yes) 71 19.51 bilirubin 0.6 0.87
cancer (2: no) 293 80.49 creatinine 1.37 1.96
chronic kidney disease (CKD) with dialysis (1: yes) 16 4.40 extent of infection 2 1.80
chronic kidney disease (CKD) with dialysis (2: no) 348 95.60 Glasgow coma scale 15 13.45
chronic kidney disease (CKD) without dialysis (1: yes) 51 14.01 initial procalcitonin (PCT) 1.65 13.88
chronic kidney disease (CKD) without dialysis (2: no) 313 85.99 mean arterial pressure 79 79.68
chronic obstructive pulmonary disease (COPD) (1: yes) 109 29.95 microorganism 2 2.32
chronic obstructive pulmonary disease (COPD) (2: no) 255 70.05 platelets 216 231.16
congestive heart failure (CHF) (1: yes) 72 19.78 respiration (PaO2) 79 93.86
congestive heart failure (CHF) (2: no) 292 80.22 respiration (FiO2) 32 45.79
coronary artery disease (CAD) (1: yes) 81 22.25 urine output 24 hours 1 1.14
coronary artery disease (CAD) (2: no) 283 77.75 [target] SOFA score 4 5.06
diabetes mellitus (DM) (1: yes) 135 37.09    
diabetes mellitus (DM) (2: no) 229 62.91    
hypertension (HTN) (1: yes) 152 41.76    
hypertension (HTN) (2: no) 212 58.24    
mechanical vent (1: yes) 97 26.65    
mechanical vent (2: no) 267 73.35    
pulmonary embolism (PE) (1: yes) 6 1.65    
pulmonary embolism (PE) (2: no) 358 98.35    
sex (1: male) 175 48.08    
sex (2: female) 189 51.92    
[target] survival (0: no) 48 13.19    
[target] survival (1: yes) 316 86.81    
[target] vasopressors (0: no) 67 18.41    
[target] vasopressors (1: yes) 297 81.59    
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