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Analysis of the included 153 proteins using random forest analysis, showing the 30 proteins with the highest discriminative ability and corresponding mean decrease accuracy—i.e., the decrease in model accuracy from permuting the values in each feature. Three comparisons were made between a controls vs. pre-symptomatic individuals, b controls vs. RA patients, and c pre-symptomatic individuals and RA patients
