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Table 3 Area under the ROC curve and probability of toxigenic Clostridioides difficile carriage at hospital admission based on a cut-off value in the derivation population, with cross-validation, and in the validation cohort

From: Clinical prediction rule for identifying older patients with toxigenic clostridioides difficile at the time of hospital admission

Variable

AUC ± SE

95% CI

Cut-off value

Sensitivity

95% CI

Specificity

95% CI

PPV

95% CI

NPV

95% CI

Training dataset

0.80 ± 0.031

0.74–0.86

0.45

75.25

65.7–83.3

74.3

64.6–82.4

74.5

67.3–80.6

75.0

67.7–81.1

Cross-validation (training dataset)

0.76 ± 0.035

0.70–0.82

0.47

75.25

65.7–83.3

74.3

64.6–82.4

74.5

67.3–80.6

75.0

67.7–81.1

Test dataset

0.84 ± 0.035

0.78–0.90

0.45

78.26

56.3–92.5

70.8

62.7–78.0

29.5

23.1–36.8

95.4

90.5–97.8

  1. AUC, area under the receiver operating characteristic curve; CI, confidence interval; NPV, negative predictive value; PPV, positive predictive value; SE, standard error