CRP and bacterial urinary tract infection: Figure 4C shows the dependency plots for each predictor, which demonstrate that children with younger age (especially those ≤1 year old), elevated white blood cell count, previous UTI episodes, elevated platelet count and CRP, prenatally detected renal abnormalities, and fever peak ≤39°C were more likely to be diagnosed with urinary tract infection.