Table 1.
Signs and symptoms potentially attributable to UTI*.
Table 2.
Selected variables for reduced models.
Fig 1.
Flow diagram for study.
Table 3.
Fig 2.
Receiver operating characteristic (ROC) curves for different machine learning models.
Table 4.
Test characteristics of UTI prediction models on validation data*.
Table 5.
Comparison of provider judgment (UTI diagnosis or antibiotic administration) to best performing models for prediction of urine culture results.
Table 6.
Comparison of provider judgment (UTI diagnosis) to best performing models for prediction of urine culture results.