The variables included in modelling (if p<0.2) were age, sex, chest radiographs, C-reactive protein (continuous and categorical), creatinine, platelet count, eosinophils (continuous and categorical), dementia, diabetes, CKD, hypertension, lung disease, cardiac disease, autoimmune disease and comorbidity count. The gene discussed is CRP; the disease is lung disorder.