CRP and infection: Finally, the agreement between predicting infection based on CRP values alone or combining CRP-NLR at the beginning of hospitalization and a clinical diagnosis of infection made during hospitalization was calculated in the training and validation groups using the kappa test for inter-rater agreement (Fig. 4).