Evaluating the predictability of medical conditions from social media posts

• Raina M. Merchant ,

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

  * E-mail: raina.merchant@uphs.upenn.edu

  Affiliations Penn Medicine Center for Digital Health, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Penn Medicine Center for Health Care Innovation, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

  http://orcid.org/0000-0002-9801-6881

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• David A. Asch,

  Roles Conceptualization, Data curation, Funding acquisition, Methodology, Project administration, Writing – original draft, Writing – review & editing

  Affiliations Penn Medicine Center for Digital Health, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Penn Medicine Center for Health Care Innovation, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, The Center for Health Equity Research and Promotion—Philadelphia Veterans Affairs Medical Center, Philadelphia, Pennsylvania, United States of America, The Wharton School, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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• Patrick Crutchley,

  Roles Formal analysis, Software, Writing – review & editing

  Affiliations Penn Medicine Center for Digital Health, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Positive Psychology Center, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

  http://orcid.org/0000-0003-4400-9309

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• Lyle H. Ungar,

  Roles Conceptualization, Formal analysis, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliations Penn Medicine Center for Digital Health, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, The Wharton School, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Positive Psychology Center, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Computer and Information Science, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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• Sharath C. Guntuku,

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

  Affiliations Penn Medicine Center for Digital Health, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Penn Medicine Center for Health Care Innovation, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Computer and Information Science, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

  http://orcid.org/0000-0002-2929-0035

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• Johannes C. Eichstaedt,

  Roles Formal analysis, Writing – review & editing

  Affiliation Positive Psychology Center, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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• Shawndra Hill,

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

  Affiliations Penn Medicine Center for Digital Health, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Microsoft Research, New York, New York, United States of America

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• Kevin Padrez,

  Roles Conceptualization, Funding acquisition, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Penn Medicine Center for Digital Health, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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• Robert J. Smith,

  Roles Conceptualization, Formal analysis, Investigation, Project administration, Visualization, Writing – review & editing

  Affiliation Penn Medicine Center for Digital Health, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

  http://orcid.org/0000-0001-9746-1230

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• H. Andrew Schwartz

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

  Affiliations Penn Medicine Center for Digital Health, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Positive Psychology Center, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Computer Science, Stony Brook University, Stony Brook, New York, United States of America

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