Table 5 Multivariable logistic regression analysis of variables selected based upon results of backwards stepwise regression, boosted tree model, and random forest model.
From: Preoperative stroke before cardiac surgery does not increase risk of postoperative stroke
Variable | Non-endocarditis | Infective endocarditis | ||
|---|---|---|---|---|
Odds ratio [95% CI] | p-value | Odds ratio [95% CI] | p-value | |
(Intercept) | 0.01 [0.00, 0.49] | 0.021 | 0.00 [0.00, 0.87] | 0.028 |
Recent (compared to remote) | 1.31 [0.25, 6.93] | 0.752 | 1.21 [0.07, 20.83] | 0.897 |
Intermediate (compared to remote) | 1.13 [0.13, 9.95] | 0.914 | 0.12 [0.00, 3.14] | 0.208 |
Age | 1.03 [0.98, 1.08] | 0.304 | 1.02 [0.94, 1.12] | 0.601 |
Preoperative length of stay | 1.06 [0.95, 1.19] | 0.287 | 1.12 [0.98, 1.28] | 0.105 |
Cross clamp time | 1.05 [0.61, 1.83] | 0.849 | 2.30 [0.53, 9.92] | 0.267 |
