In the permutation analysis, permuting arthritis caused the largest decrease in ROC‐AUC, with oral ulcers, PT, ALT, albumin, and anti‐DNA also producing measurable declines, confirming their test‐time stability. Here, GPT is linked to Oral ulcer.