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Table 4 Accuracy of the Prediction Score of the Nomogram for Estimating the Risk of Sleep Disturbance Presence

From: Risk prediction of sleep disturbance in clinical nurses: a nomogram and artificial neural network model

Variable

Value(95%CI)

Training Cohort

Validation Cohort

Area under ROC curve, concordance index

0.90(0.86–0.93)

0.89(0.83–0.95)

Cutoff value

0.53

0.55

Sensitivity, %

83.9(77.5,88.8)

88.8(79.2,94.4)

Specificity, %

83.1(75.0,89.0)

74.0(59.4,84.9)

Positive predictive value, %

87.8(81.7,92.1)

84.5(74.6,91.2)

Negative predictive value, %

78.0(69.8,84.6)

80.4(65.6,90.1)

Positive likelihood ratio

4.95

3.41

Negative likelihood ratio

0.19

0.15