Table 1 Characteristics of included variables
Type | Variable | Missing | Complete rate | Median | P25 | P75 | Hist |
|---|---|---|---|---|---|---|---|
Factor | Sex | 0 | 1 | - | - | - | ▇▁▁▁▇ |
Numeric | Age(years) | 0 | 1 | 57 | 46 | 69 | ▂▅▇▆▁ |
Numeric | Length of stay(days) | 0 | 1 | 9 | 6 | 13 | ▇▁▁▁▁ |
Factor | Type of diabetes | 0 | 1 | - | - | - | ▁▁▁▁▇ |
Numeric | Course of diabetes | 0 | 1 | 4 | 1 | 10 | ▇▂▁▁▁ |
Factor | Infection | 0 | 1 | - | - | - | ▇▁▁▁▃ |
Factor | Mechanical ventilation | 0 | 1 | - | - | - | ▇▁▁▁▁ |
Factor | Hypoglycemia | 0 | 1 | - | - | - | ▇▁▁▁▁ |
Factor | Hypokalemia | 0 | 1 | - | - | - | ▇▁▁▁▃ |
Factor | MSOF | 0 | 1 | - | - | - | ▇▁▁▁▁ |
Factor | AKI | 0 | 1 | - | - | - | ▇▁▁▁▁ |
Numeric | First 24 h insulin dosage | 0 | 1 | 42 | 30 | 58 | ▃▇▂▁▁ |
Numeric | First 24 h infusion volume | 0 | 1 | 3300 | 2100 | 5200 | ▇▇▃▂▁ |
Numeric | BMI | 0 | 1 | 22.90 | 21 | 24.60 | ▂▇▂▁▁ |
Numeric | CCI | 0 | 1 | 3 | 2 | 4 | ▅▇▂▁▁ |
Factor | Hyperglycemic crisis type | 0 | 1 | - | - | - | ▇▁▁▁▁ |
Numeric | Glucose level before treatment | 0 | 1 | 23 | 18.10 | 30.50 | ▇▅▁▁▁ |
Numeric | HbA1c | 228 | 0.863 | 11.30 | 9.80 | 13.10 | ▂▇▇▃▁ |
Numeric | pH | 0 | 1 | 7.29 | 7.21 | 7.30 | ▁▁▁▁▇ |
Numeric | ABE | 424 | 0.746 | -8.85 | -16.60 | -3.10 | ▂▆▇▃▁ |
Numeric | AB | 478 | 0.713 | 15.20 | 10 | 20.30 | ▂▇▁▁▁ |
Numeric | AG | 480 | 0.712 | 17 | 13.80 | 21.20 | ▆▇▃▁▁ |
Numeric | Serum creatinine | 132 | 0.921 | 66.10 | 51 | 94.10 | ▇▁▁▁▁ |
Numeric | Serum sodium | 0 | 1 | 138 | 135 | 141 | ▁▇▆▁▁ |
Numeric | Serum potassium | 0 | 1 | 4.04 | 3.70 | 4.50 | ▁▇▅▁▁ |
Numeric | EPOP | 1 | 0.999 | 306 | 299 | 315 | ▁▇▂▁▁ |
Factor | Inpatient death | 0 | 1 | - | - | - | ▇▁▁▁▁ |