In the random forest analysis, whether comparing the CRP levels measured 12-24 hours after birth with those measured immediately after birth or including other factors such as WBC counts and PROM, the late CRP consistently emerged as the most important predictor of bacteremia. Here, CRP is linked to bacterial infectious disease with sepsis.