Characteristics | MIMIC-III | MIMIC-IV | eICU | Zigong | P value |
---|---|---|---|---|---|
Number of patients | 16,741 | 15,532 | 22,617 | 1,198 | - |
Age, years | 67.00 [55.00, 79.00] | 68.00 [58.00, 78.00] | 67.00 [56.00, 78.00] | 68.00 [55.00, 78.00] | 0.080 |
Gender | |||||
 Male | 9,352 (55.9) | 9,393 (60.5) | 12,153 (53.7) | 737 (61.5) | < 0.001 |
 Female | 7,389 (44.1) | 6,139 (39.5) | 10,464 (46.3) | 461 (38.5) | |
Respiratory rate, breaths/min | 19.00 [17.00, 22.00] | 19.00 [17.00, 22.00] | 20.00 [17.00, 23.00] | 17.77 [15.61, 19.65] | < 0.001 |
Spo2, % | 98.00 [96.00, 99.00] | 97.00 [96.00, 99.00] | 97.00 [96.00, 99.00] | 98.85 [98.14, 99.38] | < 0.001 |
Temperature, °C | 36.85 [36.41, 37.35] | 36.83 [36.62, 37.12] | 36.86 [36.58, 37.21] | 36.88 [36.63, 37.30] | < 0.001 |
Heart rate, beats/min | 87.00 [76.00, 100.00] | 84.00 [76.00, 96.00] | 88.00 [77.00, 100.00] | 88.08 [74.87, 101.74] | < 0.001 |
SysBP, mmHg | 113.00 [104.00, 126.00] | 112.00 [104.00, 121.00] | 112.00 [103.00, 124.00] | 123.79 [113.27, 131.81] | < 0.001 |
Creatinine, mg/dL | 1.13 [0.80, 1.93] | 1.00 [0.75, 1.50] | 1.00 [1.00, 2.00] | 0.81 [0.61, 1.19] | < 0.001 |
Urine output, ml | 1455.00 [827.00, 2330.50] | 1490.00 [905.00, 2265.00] | 1162.00 [555.0, 2020.00] | 2330.00 [1075.00, 3645.00] | < 0.001 |
Lactate, mmol/L | 1.80 [1.25, 2.77] | 1.90 [1.40, 2.70] | 2.00 [1.00, 3.00] | 2.20 [1.55, 3.25] | < 0.001 |
Urea nitrogen, mg/dL | 24.50 [15.00, 41.50] | 19.50 [13.50, 32.50] | 27.00 [16.00, 43.50] | 18.32 [13.44, 26.97] | < 0.001 |
Anion gap, mEq/L | 14.00 [12.00, 16.33] | 14.00 [12.00, 16.50] | 10.67 [8.00, 14.00] | 12.40 [10.17, 15.30] | < 0.001 |
INR | 1.33 [1.20, 1.68] | 1.30 [1.20, 1.53] | NA [NA, NA] | 1.21 [1.11, 1.33] | < 0.001 |
PTT, sec | 33.00 [28.10, 42.63] | 30.75 [27.50, 37.15] | 35.00 [30.00, 44.00] | 29.70 [26.20, 34.05] | < 0.001 |
Platelet count, K/μL | 198.00 [135.58, 277.00] | 160.33 [117.67, 222.67] | 173.00 [120.50, 241.00] | 194.75 [153.62, 240.92] | < 0.001 |
SOFA | 6.00 [4.00, 9.00] | 5.00 [4.00, 8.00] | 4.00 [3.00, 6.00] | 10.00 [8.00, 11.00] | < 0.001 |
Mortality, n | 19.00 [17.00, 22.00] | 19.00 [17.00, 22.00] | 20.00 [17.00, 23.00] | 17.77 [15.61, 19.65] | < 0.001 |