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057 Data-Driven Preoperative Hemoglobin Strata that Maximize the Likelihood of Blood Transfusion following Single-Level Lumbar Fusion are also Predictive of Major Complications and Deep Infections

e191 Evaluating the Impact of Anemia: Is this Patient Population at Increased Risk for Complications and Prolonged Hospital Stay following Patellofemoral Arthroplasty?

e269 Comparison of Outcomes of Pediatric Femoral Shaft Fracture Repair by Pediatric and Nonpediatric Orthopaedists

e271 Predicting Prolonged Hospital Stay following Hip Dysplasia Surgery in the Pediatric Population Using an Artificial Neural Network to Identify the Most Important Variables

e569 Reassessing Glycemic Index: Data-Driven HbA1c and Same Day Glucose Strata that Maximize the Likelihood of 90-Day Major Complications following Lumbar Fusion