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. Department of Pathology and Immunology , Baylor College of Medicine , Houston , Texas , 77030 , USA, . Department of Pediatrics , Baylor College of Medicine , Houston , Texas , 77030 , USA
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LLM consensus pipelines can accurately capture complex treatment phenotypes from clinical notes, achieving 90% expert agreement and surpassing regex by 47 percentage points.