CD19 and systemic sclerosis: An ML approach was used to analyze twenty-seven baseline factors (including sex, different SSc-related signs and symptoms, previous treatments, autoantibody patterns, peripheral CD19-positive cell counts, blood test parameters, and lung involvement) to identify subpopulations with different degree of response to rituximab based on mRSS change at 24 weeks.