Variables | Multivariable analysis base on LASSO regression result | Multivariable logistics model | ||||
---|---|---|---|---|---|---|
β | OR (95%CI) | P value | β | OR (95%CI) | P value | |
GCS | −0.15 | 0.98 (0.97–1.00) | 0.010 | −0.19 | 0.83 (0.73–0.93) | < 0.05 |
Microangiopathy (yes) | 0.75 | 2.11 (1.36–3.29) | < 0.001 | 0.82 | 2.28 (1.49–3.52) | < 0.001 |
DM type (T2DM) | 0.84 | 2.31 (1.45–3.71) | < 0.001 | 0.96 | 2.62 (1.68–4.11) | < 0.001 |
History of CHF (yes) | 0.94 | 2.55 (1.22–5.63) | 0.016 | 1.04 | 2.83 (1.38–6.13) | < 0.05 |
History of hypertension (yes) | 0.61 | 1.84 (0.59–5.86) | 0.015 | 0.91 | 2.48 (1.28–4.96) | < 0.05 |
DBP, mmHg | −0.01 | 0.99 (0.97–1.00) | 0.089 | −0.02 | 0.98 (0.97–1.00) | < 0.05 |
Urine output, ml | 0.00 | 1.00 (1.00–1.00) | < 0.001 | −0.00 | 1.00 (1.00–1.00) | < 0.001 |
RR, breaths/min | 0.05 | 1.05 (1.01–1.08) | 0.008 | 0.05 | 1.05 (1.02–1.09) | < 0.05 |
Temperature, °C | 0.19 | 1.21 (0.89–1.65) | 0.222 |  |  |  |
Preexisting-CKD (yes) | 0.20 | 1.22 (0.42–3.66) | 0.718 |  |  |  |
Macroangiopathy (yes) | 0.41 | 1.50 (0.90–2.51) | 0.117 |  |  |  |
UTI (Yes) | 0.16 | 1.17 (0.65–2.13) | 0.597 |  |  |  |
BUN, mg/dl | 0.00 | 1.00 (0.99–1.01) | 0.472 |  |  |  |
Bicarbonate, mEq/L | 0.02 | 1.02 (0.99–1.06) | 0.210 |  |  |  |