The eight features identified as important by model averaging for predicting recurrent CDI can be classified into three groups: bacterial burden (PCR CT), type 17 immunity (IL-6, IL-8, IL-10), and type 2 immunity (EGF, eotaxin, HGF, IL-4). The gene discussed is IL4; the disease is clostridium difficile infection.