Table 3:
Weighted Logistic Regression Predicting Survival
| Weighted Logistic Regression | |||
|---|---|---|---|
| Odds Ratio | 95% CI | p-value | |
| Surgery | 2.40 – 11.44 | <0.001 | |
| Age | 1.09 | 0.93 – 1.26 | 0.3 |
| Percent TBSA | 0.94 | 0.91 – 0.97 | <0.001 |
| Time to Presentation | |||
| 0–6 hrs | Ref | *** | *** |
| 7–12 hrs | 0.59 | 0.19 – 1.89 | 0.4 |
| 12–24 hrs | 0.68 | 0.18 – 2.56 | 0.6 |
| 24–48 hrs | 0.69 | 0.10 – 4.66 | 0.7 |
| >48 hrs | 0.51 | 0.16 – 1.66 | 0.3 |
| Mechanism | |||
| Scald – Water | Ref | *** | *** |
| Scald – Grease | 0.43 | 0.17 – 1.13 | 0.09 |
| Flame | 0.39 | 0.15 – 1.01 | 0.05 |
| Transfused | 0.30 | 0.12 – 0.76 | 0.01 |
C-statistic: 0.806, p=0.7
Akaike Information Criterion:
Full Model: 0.827
Final Model: 0.831
Bayesian Information Criterion:
Full Model: −1930.5
Final Model: −1979.7
Difference: 49.2