The combination of CRP and IL-6 further improved diagnostic performance (AUC: 0.85).<h4>Conclusions</h4>Combined with inflammatory markers, the EOS risk calculator demonstrated good predictive accuracy and a high safety profile for the clinical management of neonates with presumed sepsis, which helps reduce antibiotic use and promotes rational use of medical resources. This evidence concerns the gene CRP and Sepsis.