Predicting abatacept retention using machine learning.

ACR functional status showed a negative trend with retention, with low baseline functional status class being predictive of treatment retention and high baseline ACR functional status class associated with a lower chance of abatacept retention.

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A positive trend for ACPA positivity and treatment retention was observed: lower ACPA serostatus was associated with lower chance of retention and higher ACPA serostatus was associated with a greater chance for retention.

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