The study highlighted the superiority of PCT (AUC = 0.842) and IL-10 (AUC = 0.826), with their combination achieving 100% sensitivity and 89% specificity—identifying 80% of episodes (n = 79) as low risk without missing bacteremia. This evidence concerns the gene CALCA and bacterial infectious disease with sepsis.