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A Novel Machine Learning Model to Predict Revision ACL Reconstruction Failure in the MARS Cohort.

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Luminis Health Orthopedics, Pasadena, Maryland, USA.

Background: As machine learning becomes increasingly utilized in orthopaedic clinical research, the application of machine learning methodology to cohort data from the Multicenter ACL Revision Study (MARS) presents a valuable opportunity to translate data into patient-specific insights.

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Study Design: Cohort study; Level of evidence, 3.

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