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The American Board of Obstetrics and Gynecology has created a novel procedure using Natural Language Processing combined with Subject Matter Experts to identify overlapping content on an examination. This novel procedure ensures displaying a breadth and depth of knowledge are mandatory to become certified, and helps ensure certification decisions defensibility.