Variables | Training Cohort | Validation Cohort | p-value | |
---|---|---|---|---|
n | 473 | 203 | Â | |
Demographics | Â | Â | Â | |
 Age | 58.0 [43.0,68.0] | 57.0 [40.0,66.5] | 0.391 | |
 Sex |  |  | 0.968 | |
  Male | 310 (65.5%) | 132 (65.0%) |  | |
  Female | 163 (34.5%) | 71 (35.0%) |  | |
 Race |  |  | 0.701 | |
  White | 333 (70.4%) | 137 (67.5%) |  | |
  Black | 41 (8.67%) | 21 (10.3%) |  | |
  Others | 99 (20.9%) | 45 (22.2%) |  | |
 Weight (kg) | 77.3 [67.5,92.0] | 77.9 [66.2,94.2] | 0.709 | |
Vital signs | Â | Â | Â | |
 HR (times/min) | 93.7 [83.9,106] | 96.1 [86.2,106] | 0.462 | |
 SBP (mmHg) | 106 [99.8,115] | 105 [99.3,113] | 0.491 | |
 DBP (mmHg) | 56.8 [50.9,62.8] | 56.5 [50.6,62.6] | 0.711 | |
 MBP (mmHg) | 70.9 [65.7,77.1] | 70.3 [64.1,76.1] | 0.248 | |
 Temperature (°C) | 37.1 [36.8,37.5] | 37.1 [36.8,37.5] | 0.757 | |
Blood gas | Â | Â | Â | |
 Lactate (mmol/L) | 2.50 [1.70,3.90] | 2.40 [1.50,3.80] | 0.166 | |
 Spo2 (mmHg) | 251 [143,381] | 230 [121,372] | 0.199 | |
 Spco2 (mmHg) | 48.0 [41.0,55.0] | 48.0 [40.5,56.0] | 0.649 | |
 AG (mEq/L) | 10.0 [8.00,11.0] | 10.0 [8.50,12.0] | 0.237 | |
Laboratory test | Â | Â | Â | |
 WBC (k/uL) | 6.70 [5.00,8.80] | 7.00 [4.95,9.20] | 0.350 | |
 RBC (m/uL) | 2.58 [2.31,2.94] | 2.60 [2.30,3.08] | 0.381 | |
 Hemoglobin (g/dL) | 7.40 [6.60,8.50] | 7.50 [6.60,8.70] | 0.519 | |
 MCH (IU/mL) | 28.3 [26.6,29.8] | 28.2 [26.8,29.4] | 0.515 | |
 Bicarbonate (mEq/L) | 20.0 [17.0,23.0] | 20.0 [17.0,23.0] | 0.529 | |
 Chloride (mEq/L) | 108 [104,112] | 107 [103,111] | 0.259 | |
 Calcium Total (EU/dL) | 7.70 [7.20,8.10] | 7.90 [7.30,8.20] | 0.077 | |
 Potassium (mg/dL) | 3.40 [3.10,3.70] | 3.40 [3.10,3.70] | 0.616 | |
 Sodium (mg/dL) | 142 [139,146] | 142 [139,146] | 0.698 | |
 Magnesium (mg/dL) | 1.70 [1.60,1.90] | 1.70 [1.60,1.90] | 0.272 | |
 Platelet (k/uL) | 316 [212,460] | 330 [215,454] | 0.443 | |
 PT(s) | 13.1 [12.0,14.4] | 12.9 [11.8,14.5] | 0.407 | |
 PTT(s) | 27.5 [25.3,30.5] | 27.1 [25.0,30.4] | 0.423 | |
 ALT (IU/L) | 37.0 [21.0,70.0] | 33.0 [18.0,73.0] | 0.290 | |
 LD (IU/L) | 341 [262,536] | 350 [252,536] | 0.939 | |
 BUN (mg/dL) | 36.0 [22.0,66.0] | 35.0 [21.0,66.0] | 0.705 | |
 Creatinine (g/dL) | 1.50 [1.10,3.10] | 1.50 [1.10,3.00] | 0.988 | |
 Glucose(mg/dL) | 168 [137,240] | 175 [136,234] | 0.948 | |
 Lymphocytes(%) | 13.9 [9.70,21.1] | 13.0 [8.75,19.0] | 0.142 | |
 Monocytes(%) | 6.30 [4.40,9.40] | 6.00 [4.20,9.00] | 0.290 | |
 Neutrophils(%) | 85.0 [79.7,89.7] | 85.0 [79.8,89.0] | 0.434 | |
Scoring systems | Â | Â | Â | |
 APSIII | 50.0 [36.0,68.0] | 48.0 [35.0,65.5] | 0.192 | |
 SAPSII | 34.0 [24.0,44.0] | 32.0 [23.5,41.5] | 0.084 | |
 SOFA | 6.00 [3.00,10.0] | 6.00 [3.00,9.00] | 0.170 |