Sometimes we guess how RA pts will be, before they come in. machine learning to predict RA dx activity: RISE registry (n=39,155) inputs: prev CDAI, demo, smoking/obesity, SES v good performance Past performance does predict future outcomes, sometimes! ABST0905 #ACR22 @RheumNow https://t.co/Ir1YG1cqlD