Classification model of anti-CCP3(−), At-Risk and Early RA participants A random forest classification approach was used to explore key features and distinguish between anti-CCP3(−), At-Risk and Early RA participants. The gene discussed is AGBL3; the disease is rheumatoid arthritis.