Table 5.

Final model performance for clinician- and patient-reported 6-month treatment response

AUCCut-point SensitivitySpecificityPPVNPV
Clinician model 
Training 0.83 0.47 0.77 0.79 0.75 0.80 
Validation 0.75 0.47 0.60 0.79 0.77 0.63 
Patient model      
Cut-point based on Youden J 
Training 0.86 0.63 0.75 0.86 0.86 0.74 
Validation 0.75 0.63 0.52 0.84 0.85 0.50 
Cut-point based on distance to (1, 1) 
Training 0.86 0.54 0.78 0.82 0.84 0.76 
Validation 0.75 0.54 0.60 0.78 0.83 0.53 
AUCCut-point SensitivitySpecificityPPVNPV
Clinician model 
Training 0.83 0.47 0.77 0.79 0.75 0.80 
Validation 0.75 0.47 0.60 0.79 0.77 0.63 
Patient model      
Cut-point based on Youden J 
Training 0.86 0.63 0.75 0.86 0.86 0.74 
Validation 0.75 0.63 0.52 0.84 0.85 0.50 
Cut-point based on distance to (1, 1) 
Training 0.86 0.54 0.78 0.82 0.84 0.76 
Validation 0.75 0.54 0.60 0.78 0.83 0.53 

AUC, area under curve; NPV, negative predictive value; PPV, positive predictive value.

Based on Youden J and distance to (1, 1)

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