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508 Autograft versus Allograft Medial Patellofemoral Ligament Reconstruction for Patellofemoral Instability: Data from the JUPITER Cohort

509 Graft Survivorship and Reoperation After Patellofemoral Osteochondral Allograft Transplantation with and Without Concomitant Tibial Tubercle Osteotomy: A Retrospective Cohort Study

513 Superior Knee Function and Higher Activity Level After Circumferential Repair Versus Partial Meniscectomy for Meniscus Horizontal Cleavage Tears: A Minimum 2-Year Propensity-Matched Comparative Study

523 Personalized Risk Stratification for Total Knee Arthroplasty: Insights from Machine Learning Models

529 Machine Learning for Revision Total Knee Arthroplasty: Identifying Patient-Specific Risk Factors for Adverse Outcomes