| Overall | Training set | Validation set | p |
---|---|---|---|---|
N | 1167 | 817 | 350 | Â |
Status = 1 (%) | 535 (45.8) | 385 (47.1) | 150 (42.9) | 0.202 |
Gender = Male (%) | 739 (63.3) | 524 (64.1) | 215 (61.4) | 0.416 |
Marital status (%) | 0.239 | |||
 Divorced | 54 (4.6) | 31 (3.8) | 23 (6.6) |  |
 Married | 409 (35.0) | 288 (35.3) | 121 (34.6) |  |
 Other | 223 (19.1) | 163 (20.0) | 60 (17.1) |  |
 Single | 319 (27.3) | 225 (27.5) | 94 (26.9) |  |
 Window | 162 (13.9) | 110 (13.5) | 52 (14.9) |  |
Race (%) | 0.069 | |||
 Asian | 33 (2.8) | 17 (2.1) | 16 (4.6) |  |
 Black | 61 (5.2) | 44 (5.4) | 17 (4.9) |  |
 Other | 354 (30.3) | 258 (31.6) | 96 (27.4) |  |
 White | 719 (61.6) | 498 (61.0) | 221 (63.1) |  |
 Acidosis = Yes (%) | 194 (16.6) | 131 (16.0) | 63 (18.0) | 0.459 |
 AKI = Yes (%) | 273 (23.4) | 190 (23.3) | 83 (23.7) | 0.925 |
 Anemia = Yes (%) | 480 (41.1) | 339 (41.5) | 141 (40.3) | 0.75 |
 Atrial fibrillation = Yes (%) | 170 (14.6) | 122 (14.9) | 48 (13.7) | 0.653 |
 Depressive = Yes (%) | 210 (18.0) | 145 (17.7) | 65 (18.6) | 0.801 |
 Diabetes = Yes (%) | 281 (24.1) | 200 (24.5) | 81 (23.1) | 0.678 |
 Esophageal reflux = Yes (%) | 214 (18.3) | 155 (19.0) | 59 (16.9) | 0.44 |
 Heart failure = Yes (%) | 213 (18.3) | 146 (17.9) | 67 (19.1) | 0.665 |
 Hyperlipidemia = Yes (%) | 359 (30.8) | 241 (29.5) | 118 (33.7) | 0.174 |
 Hypertension = Yes (%) | 613 (52.5) | 426 (52.1) | 187 (53.4) | 0.734 |
 Thrombocytopenia = Yes (%) | 186 (15.9) | 130 (15.9) | 56 (16.0) | 1 |
 Toxic encephalopathy = Yes (%) | 135 (11.6) | 89 (10.9) | 46 (13.1) | 0.317 |
 Urinary tract infection = Yes (%) | 297 (25.4) | 205 (25.1) | 92 (26.3) | 0.722 |
 Dopamine = Yes (%) | 9 (0.8) | 6 (0.7) | 3 (0.9) | 1 |
 Epinephrine = Yes (%) | 13 (1.1) | 10 (1.2) | 3 (0.9) | 0.808 |
 Norepinephrine = Yes (%) | 70 (6.0) | 51 (6.2) | 19 (5.4) | 0.688 |
 Invasive ventilation = Yes (%) | 417 (35.7) | 301 (36.8) | 116 (33.1) | 0.254 |
 NGT = Yes (%) | 45 (3.9) | 27 (3.3) | 18 (5.1) | 0.184 |
 Urinary catheter = Yes (%) | 96 (8.2) | 55 (6.7) | 41 (11.7) | 0.006 |
GCS score (%) | 0.498 | |||
 13–15 | 692 (59.3) | 490 (60.0) | 202 (57.7) |  |
 3–5 | 91 (7.8) | 67 (8.2) | 24 (6.9) |  |
 6–8 | 147 (12.6) | 103 (12.6) | 44 (12.6) |  |
 9–12 | 237 (20.3) | 157 (19.2) | 80 (22.9) |  |
 Age (median [IQR]) | 66.00 [49.00, 80.00] | 65.00 [50.00, 80.00] | 66.00 [47.25, 80.75] | 0.732 |
 Lactate (mmol/L) (median [IQR]) | 1.90 [1.40, 2.95] | 2.00 [1.40, 3.00] | 1.90 [1.40, 2.77] | 0.296 |
 Basophils (%) (median [IQR]) | 0.30 [0.20, 0.50] | 0.30 [0.20, 0.50] | 0.30 [0.20, 0.50] | 0.216 |
 Eosinophils (%) (median [IQR]) | 0.60 [0.10, 1.50] | 0.60 [0.10, 1.70] | 0.60 [0.20, 1.30] | 0.615 |
 Lymphocytes (%) (median [IQR]) | 12.20 [7.70, 19.70] | 12.20 [7.60, 20.00] | 12.45 [7.70, 18.40] | 0.976 |
 Monocytes (%) (median [IQR]) | 5.70 [4.05, 7.70] | 5.70 [4.10, 7.60] | 5.60 [4.03, 7.70] | 0.857 |
 Neutrophils (%) (median [IQR]) | 78.90 [69.70, 85.50] | 78.60 [69.20, 85.60] | 79.35 [70.73, 85.18] | 0.917 |
 Anion gap (mEq/L) (median [IQR]) | 16.00 [13.00, 18.00] | 16.00 [13.00, 18.00] | 15.00 [13.00, 18.00] | 0.262 |
 Bicarbonate (mEq/L) (median [IQR]) | 23.00 [21.00, 26.00] | 23.00 [21.00, 26.00] | 23.00 [21.00, 26.00] | 0.722 |
 Calcium (mg/dL) (median [IQR]) | 8.60 [8.10, 9.10] | 8.60 [8.10, 9.10] | 8.60 [8.20, 9.10] | 0.606 |
 Creatinine (mg/dL) (median [IQR]) | 0.90 [0.75, 1.20] | 1.00 [0.80, 1.20] | 0.90 [0.70, 1.10] | 0.095 |
 Urea nitrogen (mg/dL) (median [IQR]) | 17.00 [12.00, 23.00] | 17.00 [13.00, 23.00] | 16.00 [12.00, 22.00] | 0.271 |
 INR (median [IQR]) | 1.10 [1.00, 1.30] | 1.10 [1.00, 1.30] | 1.10 [1.00, 1.20] | 0.324 |
 PT (s) (median [IQR]) | 12.30 [11.40, 14.05] | 12.40 [11.40, 14.20] | 12.30 [11.40, 13.60] | 0.24 |
 PTT (s) (median [IQR]) | 27.60 [24.90, 31.30] | 27.80 [25.00, 31.70] | 27.20 [24.83, 30.67] | 0.114 |
 Hematocrit (%) (median [IQR]) | 38.00 [33.80, 41.70] | 37.80 [33.40, 41.60] | 38.40 [34.92, 42.00] | 0.104 |
 Hemoglobin (g/dL) (median [IQR]) | 12.70 [11.20, 14.00] | 12.70 [11.10, 14.00] | 12.90 [11.60, 14.00] | 0.057 |
 MCH (pg) (median [IQR]) | 30.80 [29.50, 32.20] | 30.70 [29.40, 32.20] | 30.85 [29.52, 32.10] | 0.851 |
 MCHC (g/dL) (median [IQR]) | 33.40 [32.40, 34.30] | 33.40 [32.40, 34.30] | 33.50 [32.50, 34.38] | 0.464 |
 MCV (fL) (median [IQR]) | 92.00 [88.00, 96.00] | 92.00 [88.00, 96.00] | 92.00 [89.00, 96.00] | 0.76 |
 Platelets (K/µL) (median [IQR]) | 211.00 [168.50, 267.00] | 213.00 [169.00, 269.00] | 208.00 [166.25, 254.75] | 0.145 |
 RBC (m/µL) (median [IQR]) | 4.13 [3.64, 4.56] | 4.11 [3.60, 4.56] | 4.18 [3.73, 4.53] | 0.169 |
 RDW (%) (median [IQR]) | 13.60 [12.90, 14.60] | 13.60 [12.90, 14.60] | 13.50 [12.90, 14.60] | 0.409 |
 WBC (K/µL) (median [IQR]) | 10.70 [7.80, 14.80] | 10.80 [7.80, 15.00] | 10.50 [7.73, 14.47] | 0.318 |