Positive predictive value of rebuilt models given sensitivity
Study | Average positive predictive value score | 50% sensitivity | 70% sensitivity | 90% sensitivity |
Gong et al7 | 0.58 | 0.64 | 0.60 | 0.50 |
Zhou et al8 | 0.72 | 0.73 | 0.69 | 0.65 |
Zou et al9 | 0.20 | 0.21 | 0.19 | 0.17 |
Xie et al5 | 0.49 | 0.45 | 0.39 | 0.31 |
Yan et al6 | Most recent values: 0.85 | Most recent values: 0.93 | Most recent values: 0.84 | Most recent values: 0.82 |
Yan et al6 | Earliest values: 0.38 | Earliest values: 0.4 | Earliest values: 0.337 | Earliest values: 0.31 |
Levy et al10 | 0.45 | 0.50 | 0.40 | 0.31 |
Zhang et al11 | Task 1: 0.44 | Task 1: 0.44 | Task 1: 0.39 | Task 1: 0.32 |
Zhang et al11 | Task 2: 0.50 | Task 2: 0.53 | Task 2: 0.46 | Task 2: 0.37 |
Guo et al12 | 0.90 | 0.92 | 0.88 | 0.86 |
Hu et al13 | 0.50 | 0.49 | 0.40 | 0.38 |
Carr et al14 | 0.59 | 0.54 | 0.47 | 0.41 |