CRP and infection: To identify the factors driving this model’s predictive performance, a feature importance analysis was conducted indicating that parameters alkaline phosphatase (D0, D1), CRP (D0, D1), and platelets (D1, D2) have the strongest capacity to predict infection with data from EHR available at postoperative day 2.