PCT had the highest predictive value (OR = 25.088), and CRP remained statistically significant (OR = 2.425), pointing to a rapid hematologic response to infection and supporting the clinical utility of IPF due to its availability through routine blood counts and its sensitivity to early bone marrow activation. This evidence concerns the gene CRP and infection.