| MIMIC-III (n = 19372) | MIMIC-IV (n = 11008) | eICU-CRD (n = 43406) | P-value |
---|---|---|---|---|
Gender (male), n (%) | 10,926 (56.4) | 6264 (56.9) | 24,080 (55.5) | 0.079 |
Age (y, mean (SD)) | 63.74 (16.41) | 63.47 (16.08) | 63.44 (16.09) | 0.318 |
BMI (kg/m2, mean (SD)) | 28.72 (7.50) | 28.99 (7.82) | 29.37 (8.53) | < 0.001 |
Admission type, n (%) |  |  |  | < 0.001 |
 Medical | 13,134 (67.8) | 7133 (64.8) | 34,440 (79.3) |  |
 Unscheduled surgical | 3797 (19.6) | 3600 (32.7) | 8006 (18.4) |  |
 Scheduled surgical | 2441 (12.6) | 275 (2.5) | 960 (2.2) |  |
Length of ICU stay (days, median [IQR]) | 3.9 [2.7, 7.1] | 3.9 [2.7, 6.8] | 3.0 [2.0, 5.0] | < 0.001 |
SOFA of first 24 h (median [IQR]) | 4.0 [3.0, 7.0] | 5.0 [2.0, 8.0] | 4.0 [2.0, 7.0] | < 0.001 |
Hospital mortality, n (%) | 2499 (12.9) | 1343 (12.2) | 5447 (12.5) | 0.266 |
Respiration deterioration rate (%) | Â | Â | Â | Â |
 4 h gap | 3.9 | 3.7 | 2.6 | < 0.001 |
 8 h gap | 5.3 | 4.9 | 3.7 | < 0.001 |
 16 h gap | 7.7 | 7.2 | 5.6 | < 0.001 |
 24 h gap | 9.9 | 9.1 | 7.3 | < 0.001 |
Coagulation deterioration rate (%) | Â | Â | Â | Â |
 4 h gap | 4.3 | 4.5 | 4.0 | < 0.001 |
 8 h gap | 5.9 | 6.2 | 5.7 | < 0.001 |
 16 h gap | 8.5 | 8.8 | 8.5 | < 0.001 |
 24 h gap | 10.5 | 10.7 | 10.8 | < 0.001 |
Liver deterioration rate (%) | Â | Â | Â | Â |
 4 h gap | 1.4 | 1.3 | 1.3 | < 0.001 |
 8 h gap | 1.9 | 1.8 | 1.9 | < 0.001 |
 16 h gap | 2.9 | 2.8 | 3.0 | < 0.001 |
 24 h gap | 3.8 | 3.6 | 3.9 | < 0.001 |
Cardiovascular deterioration rate (%) | Â | Â | Â | Â |
 4 h gap | 21.8 | 20.6 | 17.5 | < 0.001 |
 8 h gap | 22.5 | 21.3 | 18.2 | < 0.001 |
 16 h gap | 23.2 | 21.7 | 18.5 | < 0.001 |
 24 h gap | 23.6 | 21.8 | 18.5 | < 0.001 |
CNS deterioration rate (%) | Â | Â | Â | Â |
 4 h gap | 15.6 | 13.7 | 6.9 | < 0.001 |
 8 h gap | 17.9 | 16.4 | 8.9 | < 0.001 |
 16 h gap | 19.5 | 18.0 | 10.8 | < 0.001 |
 24 h gap | 20.3 | 18.5 | 12.0 | < 0.001 |
Renal deterioration rate (%) | Â | Â | Â | Â |
 4 h gap | 4.7 | 5.6 | 7.9 | < 0.001 |
 8 h gap | 6.4 | 7.7 | 11.2 | < 0.001 |
 16 h gap | 9.0 | 10.9 | 16.8 | < 0.001 |
 24 h gap | 10.7 | 13.0 | 20.1 | < 0.001 |