ALB and rheumatoid arthritis: For the RA vs. Healthy classification task, in addition to traditional features such as sex, age, and rheumatologic markers (CRP, anti-streptolysin O, RF), additional key indicators included total bile acids, creatinine, albumin, and lymphocyte percentage (see Figures 4, 5).