Table 3.
Net reclassification improvement with addition of the algorithm to traditional risk factors, determined by 2000x bootstrapping with the validation set.
| TRFs plus algorithm model | TRFs plus algorithm model | |||||||
|---|---|---|---|---|---|---|---|---|
| All participants | Top 10 percentile high risk participants in TRFs model | |||||||
| Number | Individuals reclassified | NRI (%) | Number | Individuals reclassified | NRI (%) | |||
| Increased (%) | Decreased (%) | Increased (%) | Decreased (%) | |||||
|
| ||||||||
| Cases | 419 | 51.5 (46.7–56.4) | 48.5 (43.6–53.3) | 3.0 (−6.7–12.8) | 178 | 51.7 (36.1–67.4) | 48.3 (32.6–63.9) | 3.4 (−27.8–34.9) |
| Non-cases | 8889 | 73.9 (72.9–74.8) | 26.1 (25.2–27.1) | 47.8 (45.8–49.5) | 753 | 73.9 (70.8–76.8) | 26.1 (23.2–29.2) | 47.8 (41.6–53.5) |
| All | 9308 | - | - | 50.8 (40.9–60.9) | 931 | - | - | 51.2 (19.5–82.9) |
TRF, traditional risk factor; NRI, net reclassification improvement