The model built by purposeful selection selected the following variables for inclusion: Elixhauser score, depression, diuretic use, vitamin D use, use of pressors/inotropes, low serum albumin levels (<2.5 g/dl), and exposure to antibiotics with a high risk of microbiome disruption (Table S1). Here, ALB is linked to depressive symptom measurement.