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Automated risk scoring for venous thromboembolism using large language models with expert knowledge-augmented prompting: a multicenter validation study

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Venous thromboembolism (VTE) is a common but preventable complication in hospitalized patients, yet standardized risk scoring using unstructured electronic health records (EHRs) remains challenging. We retrospectively analyzed anonymized EHRs from a nationwide... ...