Table 3.
Results of univariable and multivariable logistic regression analyses.
| Variable | Category | Odds Ratio (95% CI) | ||
|---|---|---|---|---|
| Univariable Analysis | Multivariable Analysis | |||
| Model with additive effects only | Model with Additive and interaction effects | |||
| Additive effects | ||||
| Race/ethnicity | SA | 1.25 (1.18, 1.33) | 1.03 (0.97, 1.10) | 1.33 (1.19, 1.48) |
| NHW | 1.0 | 1.0 | 1.0 | |
| Age | <40 years | 2.56 (2.49, 2.64) | 2.34 (2.27, 2.41) | 2.36 (2.28, 2.43) |
| 40–49 years | 1.55 (1.52, 1.57) | 1.53 (1.51, 1.56) | 1.54 (1.51, 1.57) | |
| ≥ 50 years | 1.0 | 1.0 | 1.0 | |
| Stage | Regional or distant | 2.51 (2.48, 2.54) | 2.39 (2.35, 2.42) | 2.39 (2.36, 2.42) |
| Localized | 1.0 | 1.0 | 1.0 | |
| Grade | III or IV | 1.66 (1.64, 1.68) | 1.28 (1.26, 1.30) | 1.28 (1.26, 1.30) |
| I or II | 1.0 | 1.0 | 1.0 | |
| ER status | Negative | 1.49 (1.47, 1.51) | 1.07 (1.05, 1.10) | 1.07 (1.05, 1.10) |
| Positive | 1.0 | 1.0 | 1.0 | |
| PR status | Negative | 1.39 (1.37, 1.41) | 1.15 (1.12, 1.17) | 1.15 (1.12, 1.17) |
| Positive | 1.0 | 1.0 | 1.0 | |
| Interaction effects | ||||
| Race/ethnicity * Age | SA * Age < 40 years | - | - | 0.70 (0.58, 0.85) |
| SA * Age 40–49 years | - | - | 0.72 (0.62, 0.83) | |
| Rage * Stage | SA * regional or distant | - | - | 0.84 (0.74, 0.95) |
| Race * Grade | SA * Grade III or IV | - | - | 0.94 (0.82, 1.08) |
| Race * ER | SA * ER negative | - | - | 0.96 (0.77, 1.19) |
| Race * PR | SA * PR negative | - | - | 0.99 (0.82, 1.21) |
| AIC | 521985.5 | 521955.6 | ||
| BIC | 522073 | 522108.7 | ||
| AUC | 0.6524 | 0.6524 | ||