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510 When Does the Global Alignment and Proportion (GAP) Score Fail?: Comprehensive Assessment of Mechanical and Junctional Failure in Patients Meeting Post-Operative Global Alignment and Proportionality Targets

556 Primary Closure of External Fixation Pin Sites Lowers Risk of Infection

e113 Improving Clinical Data Capture From Free-Text Operative Notes for Surgical Approach in Total Hip Arthroplasty Using a Deep Learning Model

e550 Impact of Enhanced Recovery After Surgery (ERAS) Protocols in Adult Spinal Deformity Corrective Surgery Utilizing Three Column Osteotomies

e556 Does Diminishing Length of Stay results in Improved Outcomes? Cost Benefit Analysis of Patient Outcomes with Differences in Disposition after Adult Spinal Deformity Surgery