Setting | Accuracy Index | CXR Interpretation | Xpert MTB/RIF test | CXR plus Xpert MTB/RIF test |
---|---|---|---|---|
Overall | Sensitivity (95% CI) | 67.9% (56.6–77.8) | 65.4% (54.0–75.7) | 87.7% (78.5–93.9) |
Specificity (95%CI) | 53.7% (47.7–59.6) | 95.8% (92.8–97.8) | 51.6% (45.6–57.5) | |
PPV (95% CI) | 29.4% (23.0–36.5) | 81.5% (70.0–90.1) | 34.0% (27.6–40.8) | |
NPV (95% CI) | 85.5% (79.4–90.3) | 90.7% (86.8–93.7) | 93.6% (88.6–96.9) | |
Likelihood ratio (+) | 1.47 (1.21–1.78) | 15.54 (8.74–27.64) | 1.81 (1.57–2.09) | |
Likelihood ratio (−) | 0.60 (0.43–0.84) | 0.36 (0.27–0.49) | 0.24 (0.13–0.43) | |
Area under ROC curve | 0.61 (0.55–0.67) | 0.81 (0.75–0.86) | 0.70 (0.65–0.74) | |
Inpatients | Sensitivity | 66.2% (53.4–77.4) | 64.6% (51.8–76.1) | 86.2% (75.3–93.5) |
Specificity | 50.3% (42.8–57.7) | 95.7% (91.7–98.1) | 48.1% (40.7–55.6) | |
PPV (95% CI) | 31.9% (24.1–40.4) | 84.0% (70.9–92.8) | 36.8% (29.2–45.0) | |
NPV (95% CI) | 80.9% (72.5–87.6) | 88.5% (83.2–92.6) | 90.8% (83.3–95.7) | |
Likelihood ratio (+) | 1.33 (1.06–1.67) | 14.94 (7.41–30.13) | 1.66 (1.40–1.97) | |
Likelihood ratio (−) | 0.67 (0.47–0.97) | 0.37 (0.27–0.51) | 0.29 (0.15–0.54) | |
Area under ROC curve | 0.58 (0.51–0.65) | 0.80 (0.74–0.86) | 0.67 (0.62–0.73) | |
Outpatient | Sensitivity | 75.0% (47.6–92.7) | 68.8% (41.3–89.0) | 93.8% (69.8–99.8) |
Specificity | 60.0% (49.7–69.7) | 96.0% (90.1–98.9) | 58.0% (47.7–67.8) | |
PPV (95% CI) | 23.1% (12.5–36.8) | 73.3% (44.9–92.2) | 26.3% (15.5–39.7) | |
NPV (95% CI) | 93.8% (84.8–98.3) | 95.0%(88.8–98.4) | 98.3% (90.9–100) | |
Likelihood ratio (+) | 1.88 (1.29–2.72 | 17.19 (6.23–47.45) | 2.23 (1.72–2.90) | |
Likelihood ratio (−) | 0.42 (0.18–0.99) | 0.33 (0.16–0.67) | 0.11 (0.02–0.72) | |
Area under ROC curve | 0.67 (0.56–0.79) | 0.82 (0.70–0.94) | 0.76 (0.68–0.84) |