Table 4.
Cohort | Threshold | Sensitivity (%) | Specificity (%) | Accuracy (%) | PPV (%) | NPV (%) | AUC |
---|---|---|---|---|---|---|---|
Development cohort (n = 179) | 30% | 42.9 (9/21) [21.8, 66.0] | 96.8 (153/158) [92.8, 99.0] | 90.5 (162/179) [85.2, 94.4] | 64.3 (9/14) [35.1, 87.2] | 92.7 (153/165) [87.6, 96.2] | 0.89 [0.83, 0.93] |
40% | 33.3 (7/21) [14.6, 57.0] | 98.1 (155/158) [94.6, 99.6] | 90.5 (162/179) [85.2, 94.4] | 70.0 (7/10) [34.8, 93.3] | 91.7 (155/169) [86.5, 95.4] | ||
50% | 23.8 (5/21) [8.2, 47.2] | 98.7 (156/158) [95.5, 99.9] | 89.9 (161/179) [84.6, 93.4] | 71.3 (5/7) [29.0, 96.3] | 90.7 (156/172) [85.3, 94.6] | ||
Internal validation cohort (n = 90) | 40% | 40.0 (4/10) [12.2, 73.8] | 97.5 (78/80) [91.3, 99.7] | 91.11 (82/90) [83.23, 96.1] | 66.7 (4/6) [22.3, 95.7] | 92.9 (78/84) [85.1, 97.3] | 0.91 [0.83, 0.96] |
External validation cohort (n = 197) | 40% | 30.0 (6/20) [11.9, 54.3] | 98.3 (174/177) [95.1, 99.7] | 91.4 (180/197) [86.5, 94.9] | 66.7 (6/9) [29.9, 92.5] | 92.6 (174/188) [87.8, 95.9 ] | 0.87 [0.78, 0.96] |
Data in parentheses are numbers of patients used to calculate percentages. Data in brackets are 95% confidence intervals. Other data are reported as percentages
PPV positive predictive value, NPV negative predictive value, AUC area under the receiver operating characteristic curve