A study aimed to identify the best prediction model for the 3-month mortality risk in patients with anti-MDA5+DM-associated ILD, revealing that RPILD, ESR, serum albumin level, age, CRP, AST, NLR, and LDH are eight key variables with significant predictive importance. The gene discussed is IFIH1; the disease is dermatomyositis.