Table 3.
Predicting “mortality” using backward logistic regression results feature selection.
95% CI for OR | ||||||||
---|---|---|---|---|---|---|---|---|
B | SE | Wald | df | p | OR | Lower | Upper | |
Age (young adult) | 117.35 | 2 | <.001 | |||||
Age (Middle adult) | 0.96 | 0.34 | 8.19 | 1 | .004 | 2.62 | 1.35 | 5.06 |
Age (Older adult) | 2.02 | 0.34 | 36.04 | 1 | <.001 | 7.53 | 3.90 | 14.56 |
Sex (Male | 0.34 | 0.09 | 12.83 | 1 | <.001 | 1.40 | 1.16 | 1.68 |
Smoking status (Never) | 6.97 | 2 | .031 | |||||
Smoking status (Former) | 0.26 | 0.12 | 5.27 | 1 | .022 | 1.30 | 1.04 | 1.63 |
Smoking status (Current) | 0.42 | 0.28 | 2.22 | 1 | .136 | 1.52 | 0.88 | 2.64 |
Diabetes | 0.35 | 0.10 | 13.13 | 1 | <.001 | 1.42 | 1.17 | 1.72 |
Hypertension | 0.60 | 0.15 | 16.78 | 1 | <.001 | 1.82 | 1.37 | 2.42 |
CKD stage 1–4 | 0.64 | 0.11 | 36.33 | 1 | <.001 | 1.89 | 1.54 | 2.33 |
Heart failure | 0.29 | 0.12 | 5.89 | 1 | .015 | 1.33 | 1.06 | 1.68 |
Pneumonia | 0.28 | 0.09 | 9.53 | 1 | .002 | 1.33 | 1.11 | 1.59 |
ARBs | −0.36 | 0.11 | 11.66 | 1 | <.001 | 0.70 | 0.57 | 0.86 |
ACEIs | −0.31 | 0.10 | 9.41 | 1 | .002 | 0.74 | 0.60 | 0.90 |
Diarrhea | 1.03 | 0.10 | 98.66 | 1 | <.001 | 2.79 | 2.28 | 3.41 |
Constant | −4.74 | 0.33 | 206.70 | 1 | <.001 | 0.01 |