Table 3. Performance of prediction analysis with models M1, M2 and M3.
Follow-up | Model | Sensitivity | Specificity | PPV | NPV | AUC (95% CI) |
---|---|---|---|---|---|---|
First | M1 | 0.00 | 1.00 | 0.00 | 0.93 | 0.76 (0.70–0.82) |
M2 | 0.59 | 0.99 | 0.86 | 0.97 | 0.92 (0.89–0.96) | |
M3 | 0.62 | 0.99 | 0.85 | 0.97 | 0.95 (0.92–0.97) | |
Second | M1 | 0.05 | 0.99 | 0.50 | 0.89 | 0.76 (0.71–0.81) |
M2 | 0.55 | 0.98 | 0.77 | 0.95 | 0.93 (0.91–0.96) | |
M3 | 0.68 | 0.98 | 0.84 | 0.96 | 0.96 (0.94–0.97) | |
Third | M1 | 0.08 | 0.99 | 0.53 | 0.86 | 0.73 (0.68–0.78) |
M2 | 0.49 | 0.98 | 0.79 | 0.92 | 0.89 (0.84–0.91) | |
M3 | 0.57 | 0.98 | 0.84 | 0.93 | 0.90 (0.86–0.93) | |
Fourth | M1 | 0.10 | 0.98 | 0.56 | 0.85 | 0.73 (0.68–0.78) |
M2 | 0.50 | 0.98 | 0.81 | 0.91 | 0.87 (0.83–0.90) | |
M3 | 0.55 | 0.98 | 0.83 | 0.92 | 0.88 (0.85–0.92) | |
Average | M1 | 0.06 | 0.99 | 0.40 | 0.88 | 0.75 |
M2 | 0.53 | 0.98 | 0.81 | 0.94 | 0.90 | |
M3 | 0.61 | 0.98 | 0.84 | 0.95 | 0.92 |
NPV, negative predictive value; PPV, positive predictive value; AUC, area under curve.