In this episode, Antonia and Andrew discuss a selection of articles from the September 7, 2022 issue of JBJS, along with an added dose of entertainment and pop culture. Listen at the gym, on your commute, or whenever your case is on hold!   Top of the Pile What’s New in Osteoporosis and Fragility Fractures, by Hanson et al. Current Concepts Review: Machine Learning for the Orthopaedic Surgeon. Uses and Limitations, by Alsoof et al. What’s Important: On Becoming the “Historical Perspective” in the Room, by Zuckerman Coaching, Separate from Mentoring, May Provide Skill Acquisition, Improved Well-Being, and Career Advancement in Orthopaedic Surgery. AOA Critical Issues, by Samora et al.   Headlines Validation of A Predictive Tool for Discharge to Rehabilitation or a Skilled Nursing Facility After TJA, by Ortiz et al. Synovial Fluid and Serum Neutrophil-to-Lymphocyte Ratio. Novel Biomarkers for the Diagnosis and Prognosis of Native Septic Arthritis in Adults, by Varady et al.   Your Case is On Hold Is the Revision Rate for Femoral Neck Fracture Lower for Total Hip Arthroplasty Than for Hemiarthroplasty? A Comparison of Registry Data for Contemporary Surgical Options, by Hoskins et al. Toss Up Revision Risk for Total Knee Arthroplasty Polyethylene Designs in Patients 65 Years of Age or Older. An Analysis from the American Joint Replacement Registry, by Kendall et al.   Honorable Mention Understanding Noise Exposure During Cast Removal. The Effect o