Table 4.
Sensitivity | Specificity | Correctly Classified | PPV | NPV | |
---|---|---|---|---|---|
VIA | 0.27 (0.18, 0.36) | 0.82 (0.79, 0.86) | 0.72 (0.68, 0.77) | 0.25 (0.17, 0.33) | 0.84 (0.80, 0.88) |
PAP | 0.44 (0.35, 0.53) | 0.91 (0.88, 0.95) | 0.83 (0.79, 0.87) | 0.52 (0.42, 0.62) | 0.88 (0.84, 0.92) |
HR HPV | 0.85 (0.75, 0.96) | 0.54 (0.49, 0.58) | 0.59 (0.55, 0.64) | 0.29 (0.23, 0.34) | 0.94 (0.90, 0.99) |
VIA & PAP | 0.13 (0.08, 0.17) | 0.97 (0.95, 0.99) | 0.82 (0.78, 0.86) | 0.50 (0.32, 0.68) | 0.84 (0.80, 0.87) |
VIA & HR HPV | 0.22 (0.15, 0.29) | 0.89 (0.86, 0.93) | 0.77 (0.74, 0.81) | 0.31 (0.21, 0.41) | 0.84 (0.80, 0.88) |
PAP & HR HPV | 0.31 (0.24, 0.38) | 0.94 (0.92, 0.97) | 0.83 (0.79, 0.86) | 0.54 (0.44, 0.65) | 0.86 (0.83, 0.90) |
VIA & PAP & HR HPV | 0.09 (0.05, 0.13) | 0.98 (0.96, 0.99) | 0.82 (0.78, 0.86) | 0.45 (0.26, 0.65) | 0.83 (0.79, 0.87) |
VIA | PAP | 0.59 (0.48, 0.69) | 0.76 (0.72, 0.81) | 0.73 (0.69, 0.77) | 0.35 (0.28, 0.41) | 0.89 (0.85, 0.94) |
VIA | HR HPV | 0.90 (0.80, 1.00) | 0.47 (0.42, 0.51) | 0.54 (0.50, 0.59) | 0.27 (0.22, 0.32) | 0.96 (0.90, 1.00) |
PAP | HR HPV | 0.99 (0.89, 1.00) | 0.51 (0.46, 0.55) | 0.59 (0.55, 0.64) | 0.30 (0.25, 0.35) | 0.99 (0.95, 1.00) |
VIA | PAP | HR HPV | 1.00 (0.91, 1.00) | 0.44 (0.39, 0.48) | 0.54 (0.49, 0.58) | 0.28 (0.23, 0.32) | 1.00 (1.00, 1.00) |
Analysis assumed triple negatives are truly negatives and imputed those with otherwise missing histology