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Automated Electronic Health Record-Based Tool for Identification of Patients With Metastatic Disease to Facilitate Clinical Trial Patient Ascertainment.

Jeffrey KirshnerKelly CohnSteven DunderKarri DonahueMadeline RicheyPeter LarsonLauren SuttonEvelyn SiuJanet DoneganZexi ChenCaroline NightingaleMelissa EstévezH James Hamrick
Published in: JCO clinical cancer informatics (2021)
This tool infers metastatic status from unstructured EHR data with high accuracy and high confidence in more than 75% of cases, without requiring additional manual review. By enabling efficient characterization of metastatic status, this tool could mitigate a key barrier for patient ascertainment and clinical trial participation in community clinics.
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