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Healthcare practitioners are increasingly using search functionality embedded in Electronic Medical Record (EMR) software to search for relevant evidence summaries at point of care. We introduce a learning to rank approach that exploits information carried in EMR data and UpToDate user accounts to (significantly) improve ranking results, compared to a comparable model that does not exploit such features.
Jin et al. (Sat,) studied this question.