Table 2 Performance metrics of the model and retinal specialists on the primary clinical validation set.
Metric | Model | Specialist 1 | Specialist 2 | Specialist 3 |
---|---|---|---|---|
Positive predictive value (%), 95% CI | 61% [56–66%] n = 1033 | 37% [33–40%] n = 1004 | 36% [33–40%] n = 987 | 38% [34–42%] n = 1001 |
Negative predictive value (%), 95% CI | 93% [91–95%] n = 1033 | 88% [85–91%] n = 1004 | 89% [85–92%] n = 987 | 88% [84–91%] n = 1001 |
Sensitivity (%), 95% CI | 85% [80–89%] n = 1033 | 84% [80–89%] n = 1004 | 85% [80–89%] n = 987 | 82% [77–86%] n = 1001 |
Specificity (%), 95% CI | 80% [77–82%] n = 1033 | 45% [41–48%] n = 1004 | 45% [41–48%] n = 987 | 50% [47–54%] n = 1001 |
Accuracy (%), 95% CI | 81% [79–83%] n = 1033 | 56% [52–59%] n = 1004 | 56% [52–59%] n = 987 | 59% [56–62%] n = 1001 |
Cohen’s Kappa, 95% CI | 0.57 [0.52–0.62] n = 1033 | 0.21 [0.16–0.25] n = 1004 | 0.21 [0.16–0.25] n = 987 | 0.24 [0.19–0.28] n = 1001 |