ALB and infection: When the adjustment parameter was lambda.min (λ = 0.033), 7 features with nonzero coefficients were selected as important indices for the prediction of hypovitaminosis C (Supplemental Fig. S2), including source of infection, sepsis, serum albumin, age,male gender, wasting vitamin C by kidney, and vascular disease.