Development of a Machine Learning Model to Predict the Use of Surgery in Patients With Rheumatoid Arthritis.

Predictive models using clinical data have the potential to facilitate identification of patients who may undergo rheumatoid-related surgery, but not what type of procedure they will need. Integrating similar models into practice has the potential to improve surgical planning.