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Table 5 Diagnostic value of models for prediction of empiric antibiotic treatment failure in neonates.

From: Clinical parameters predicting failure of empirical antibacterial therapy in early onset neonatal sepsis, identified by classification and regression tree analysis

 

MLR analysis

Classification and regression tree analysis

 

24 h model

72 h model

24 h model

72 h model

Sensitivity (%)

61

80

75

81

Specificity (%)

90

78

89

88*

Positive predictive value (%)

48

33

46

46

Negative predictive value (%)

94

97

97

97

  1. * difference from MLR model of the same time point significant at p < 0.05
  2. MLR - multiple logistic regression