Using natural language processing to identify acute care patients who lack advance directives, decisional capacity, and surrogate decision makers

• Jiyoun Song,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Writing – original draft, Writing – review & editing

  Affiliation Columbia University School of Nursing, New York, New York, United States of America

  https://orcid.org/0000-0003-0362-0670

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• Maxim Topaz,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Writing – original draft, Writing – review & editing

  Affiliations Columbia University School of Nursing, New York, New York, United States of America, Data Science Institute, Columbia University, New York, New York, United States of America, Visiting Nurse Service of New York, New York, New York, United States of America

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• Aviv Y. Landau,

  Roles Data curation, Formal analysis, Writing – review & editing

  Affiliations Data Science Institute, Columbia University, New York, New York, United States of America, Columbia School of Social Work, New York, New York, United States of America

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• Robert Klitzman,

  Roles Conceptualization, Validation, Writing – review & editing

  Affiliations Vagelos College of Physicians and Surgeons, Columbia University, New York, New York, United States of America, Mailman School of Public Health, Columbia University, New York, New York, United States of America

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• Jingjing Shang,

  Roles Conceptualization, Formal analysis, Methodology, Writing – review & editing

  Affiliation Columbia University School of Nursing, New York, New York, United States of America

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• Patricia Stone,

  Roles Conceptualization, Methodology, Supervision, Writing – review & editing

  Affiliation Columbia University School of Nursing, New York, New York, United States of America

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• Margaret McDonald,

  Roles Data curation, Formal analysis, Validation, Writing – review & editing

  Affiliation Visiting Nurse Service of New York, New York, New York, United States of America

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• Bevin Cohen

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: bevin.cohen@mountsinai.org

  Affiliations Center for Nursing Research and Innovation, Mount Sinai Health System, New York, New York, United States of America, Department of Geriatric and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America

  https://orcid.org/0000-0002-6451-6482

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