Modified disease activity scores were generated using the regression coefficients obtained in the synovitis models for all subjects in the validation cohort ; modified scores were calculated as M-DAS28 = 0.49 ln ( CRP ) + 0.15 SJC28 + 0.22 EvGA + 1 and M-SDAI = CRP + SJC28 + EvGA .