Table 5.
Accuracy (95% CI) | Sensitivity (95% CI) | Specificity (95% CI) | PPV | NPV | AUC | F1 (avg) | κ value | |
---|---|---|---|---|---|---|---|---|
Performance | ||||||||
All | 0.892 (0.881-0.902) | 0.890 (0.868-0.911) | 0.895 (0.874-0.913) | 0.904 | 0.880 | 0.940 | 0.892 | 0.784 |
Group A (with hyperthyroidism) | 0.871 (0.861-0.880) | 0.911 (0.893-0.929) | 0.674 (0.656-0.692) | 0.922 | 0.660 | 0.861 | 0.920 | 0.586 |
Group B (with hypothyroidism) | 0.888 (0.877-0.897) | 0.883 (0.861-0.905) | 0.874 (0.854-0.891) | 0.950 | 0.754 | 0.931 | 0.920 | 0.731 |
Group C (with euthyroidism) | 0.894 (0.884-0.902) | 0.896 (0.874-0.915) | 0.908 (0.889-0.925) | 0.879 | 0.908 | 0.947 | 0.887 | 0.787 |
P-value | ||||||||
All vs Group A | <0.001 | <0.001 | <0.001 | — | — | |||
All vs Group B | 0.384 | 0.219 | 0.003 | — | — | |||
All vs Group C | 0.625 | 0.247 | 0.084 | — | — | |||
Group A vs Group C | <0.001 | <0.001 | <0.001 | — | — | |||
Group B vs Group C | 0.289 | 0.084 | <0.001 | — | — | |||
Group A vs Group B | 0.005 | <0.001 | <0.001 | — | — |
Abbreviations: AUC, area under the curve; κ value, Fleiss’s κ value; NPV, negative predictive value; PPV, positive predictive value.