Table 2. Mortality prediction model—using maximum likelihood estimation logistic regression.
Variables (at admission) | Coefficient | SE * | OR ₸ | 95% CI ³ | p | Point values |
---|---|---|---|---|---|---|
Previous length of stay ≥7 days | 0.601 | 0.261 | 1.82 | 1.09–3.04 | 0.021 | 6 |
Health-care related infection | 1.093 | 0.289 | 2.98 | 1.69–5.26 | <0.001 | 11 |
Metastatic cancer | 0.869 | 0.293 | 2.38 | 1.34–4.23 | 0.003 | 9 |
Immunosuppression | 0.609 | 0.288 | 1.84 | 1.05–3.24 | 0.035 | 6 |
Glasgow comma scale ≤12 | 1,030 | 0.398 | 2.80 | 1.28–6.11 | 0.010 | 10 |
NIV 1 | 1.353 | 0.266 | 3.87 | 2.30–6.52 | <0.001 | 14 |
Platelets ≤50000/mcL | 0.878 | 0.412 | 2.41 | 1.07–5.39 | 0.033 | 9 |
Urea ≥0.6 g/L | 1.020 | 0.263 | 2.77 | 1.66–4.64 | <0.001 | 10 |
Bilirubin ≥4 mg/dL | 0.940 | 0.370 | 2.56 | 1.24–5.29 | 0.011 | 9 |
Constant | -4.122 | 0.358 | <0.001 |
* SE: Standard Error
₸ OR: Odds Ratio
3 CI: Confidence Interval
1 NIV: Non-invasive ventilation