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The purpose of this review was to help define a virtual interview, illustrate the benefits, and offer tips to both programs and applicants on how to prepare and perform optimally on an interview day. Accurately stratifying patients in the preoperative period according to mortality risk informs treatment considerations and guides adjustments to bundled reimbursements. We developed and compared three machine learning models to determine which best predicts 30-day mortality after hip fracture. The 2016 to 2017 National Surgical Quality Imp