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Table 3 Sensitivity (Sens), specificity (Spec), positive predictive value (PPV), negative predictive value (NPV) and workload reduction for algorithms a, B, C and D

From: Surgical site infection surveillance in knee and hip arthroplasty: optimizing an algorithm to detect high-risk patients based on electronic health records

Algorithm

Sens (95% CI)

Spec (95% CI)

PPV (95% CI)

NPV (95% CI)

Workload reduction (%)

Primary endpoint: all infection (superficial, deep and organ/space infections)

A

62.9 (60.6–65.3)

93.9 (92.7–95.0)

28.9 (26.7–31.1)

98.5 (97.9–99.1)

91.7

B

80.7 (78.7–82.6)

70.2 (68.0–72.5)

9.7 (8.2–11.1)

98.9 (98.4–99.4)

68.3

C

85.5 (83.8–87.2)

79.4 (77.5–81.4)

14.1 (12.4–15.8)

99.3 (98.9–99.7)

76.9

D

32.3 (30.0–34.5)

98.3 (97.7–98.9)

42.6 (40.2–45.0)

97.4 (96.6–98.1)

97.1

Secondary endpoint: only deep and organ/space infections

A

95.0 (93.9–96.1)

93.9 (92.7–95.1)

28.2 (26.0–30.3)

99.9 (99.7–100.0)

91.7

B

100.0 (100.0–100.0)

70.0 (67.8–72.2)

7.7 (6.4–9.0)

100.0 (100.0–100.0)

68.3

C

97.5 (96.7–98.3)

78.8 (76.8–80.8)

10.4 (8.9–11.9)

99.9 (99.8–100.0)

76.9

D

47.5 (45.1–49.9)

98.2 (97.6–98.9)

40.4 (38.0–42.8)

98.7 (98.1–99.2)

97.1