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307 Evidence-Based Machine Learning Algorithm to Predict Failure following Cartilage Preservation Procedures in the Knee

312 Factors that Predict Academic Success among Academic Spine Surgeons: An Analysis of the Research Productivity of Spine Fellowship Selection Committees

315 Existing Social Determinant of Health Metrics are Poor Predictors of Surgical Outcomes and Patient Disposition following Lumbar Fusion Procedures

317 An Externally Validated Algorithm for Prediction of In-Hospital and Ninety-Day Mortality after Spinal Epidural Abscess