Subgroup analysis for patients with early and late referrals. The models were adjusted for age, sex, race, body mass index, year of dialysis start, laboratory values (serum albumin and hemoglobin), eGFR, primary reason for renal diagnosis, ESKD comorbidity index, smoking status, and residence in a rural area. Ref, reference.