Table 2 The characteristic of training dataset and test dataset subjects.
Characteristic | Total (n = 368) | Training set (n = 258) | Test set (n = 110) | P value |
---|---|---|---|---|
Age (years old) | 66.29 ± 16.09 | 66.29 ± 16.31 | 66.27 ± 15.63 | 0.988 |
Man | 85 (23.10%) | 55 (21.31%) | 30 (27.30%) | 0.269 |
SBP (mmHg) | 112.00 ± 15.25 | 111.72 ± 15.35 | 112.67 ± 15.07 | 0.583 |
DBP (mmHg) | 65.70 ± 10.64 | 65.75 ± 10.60 | 65.56 ± 10.80 | 0.874 |
MBP (mmHg) | 78.65 ± 10.43 | 78.38 ± 10.39 | 79.29 ± 10.53 | 0.448 |
Heart rate (beats/minute) | 91.40 ± 17.08 | 91.94 ± 16.59 | 90.12 ± 18.20 | 0.348 |
Respiratory rate (beats/minute) | 21.03 ± 4.12 | 21.10 ± 4.24 | 20.87 ± 3.83 | 0.627 |
Temperature (°C) | 36.89 ± 0.48 | 36.88 ± 0.50 | 36.93 ± 0.41 | 0.314 |
SPO2 (%) | 96.95 ± 2.35 | 96.91 ± 2.14 | 97.04 ± 2.78 | 0.645 |
Comorbidities, n (%) | ||||
Diabetes | 89 (24.18%) | 58 (22.48%) | 31 (28.19%) | 0.300 |
Hypertension | 157 (42.66%) | 112 (43.41%) | 45 (40.91%) | 0.410 |
myocardial infarction | 111 (30.16%) | 75 (29.07%) | 36 (32.73%) | 0.773 |
congestive heart failure | 212 (57.61%) | 147 (56.98%) | 65 (59.10%) | 0.794 |
Chronic pulmonary disease | 99 (26.90%) | 73 (28.29%) | 26 (23.64%) | 0.427 |
Malignant cancer | 55 (14.95%) | 41 (15.89%) | 14 (12.73%) | 0.603 |
Renal disease | 58 (15.76%) | 46 (17.83%) | 12 (10.91%) | 0.131 |
Laboratory parameters | ||||
anion gap (mEq/L) | 17.63 ± 5.41 | 15.75 ± 4.05 | 16.20 ± 4.40 | 0.342 |
BUN (mg/dL) | 33.83 ± 24.64 | 24.47 ± 18.81 | 23.47 ± 16.12 | 0.630 |
Bicarbonate (mmol/L) | 20.80 ± 5.18 | 21.99 ± 4.43 | 21.84 ± 5.07 | 0.776 |
Creatinine (mg/dL) | 1.96 ± 1.98 | 1.24 ± 1.17 | 1.20 ± 1.51 | 0.799 |
Chloride (mmol/L) | 103.83 ± 6.66 | 103.29 ± 6.68 | 103.64 ± 6.70 | 0.652 |
Glucose (mg/dL) | 188.89 ± 94.74 | 149.41 ± 53.65 | 203.25 ± 109.05 | 0.384 |
calcium | 8.36 ± 1.19 | 8.18 ± 0.83 | 8.26 ± 0.78 | 0.358 |
Hematocrit (%) | 32.70 ± 6.37 | 33.33 ± 6.27 | 33.58 ± 6.52 | 0.084 |
Hemoglobin (g/dL) | 10.69 ± 2.15 | 10.58 ± 2.14 | 10.92 ± 2.16 | 0.159 |
WBC (109/L) | 13.83 ± 7.74 | 13.87 ± 7.49 | 13.73 ± 8.33 | 0.871 |
Platelet (109/L) | 240.37 ± 139.90 | 243.91 ± 144.80 | 232.05 ± 127.92 | 0.457 |
Potassium (mmol/L) | 4.20 ± 0.63 | 4.19 ± 0.65 | 4.21 ± 0.59 | 0.801 |
PT | 15.91 ± 8.13 | 15.56 ± 6.72 | 16.72 ± 10.71 | 0.210 |
Sodium (mmol/L) | 138.19 ± 5.25 | 138.00 ± 5.43 | 138.64 ± 4.80 | 0.287 |
Renal replacement therapy, n (%) | 18 (4.89%) | 14 (5.43%) | 4 (3.64%) | 0.642 |
Norepinephrine, n (%) | 147 (39.95%) | 104 (40.31%) | 43 (39.10%) | 0.918 |
Scoring systems | ||||
SOFA | 5.98 ± 4.00 | 6.07 ± 4.07 | 5.78 ± 3.86 | 0.521 |
ICU LOS, days | 5.82 ± 6.75 | 5.85 ± 6.78 | 5.80 ± 6.83 | 0.944 |
HOS LOS (days) | 17.75 ± 17.91 | 17.68 ± 17.96 | 17.68 ± 18.09 | 0.885 |