Extracting patient-level data from the electronic health record: Expanding opportunities for health system research

• Erica Farrand ,

  Contributed equally to this work with: Erica Farrand, Harold R. Collard, Lawrence Block, Mei Lee, Carlos Iribarren

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

  * E-mail: erica.farrand@ucsf.edu

  Affiliation Department of Medicine, University of California San Francisco, San Francisco, CA, United States of America

  https://orcid.org/0000-0001-5878-1952

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• Harold R. Collard ,

  Contributed equally to this work with: Erica Farrand, Harold R. Collard, Lawrence Block, Mei Lee, Carlos Iribarren

  Roles Conceptualization, Funding acquisition, Investigation, Writing – review & editing

  Affiliation Department of Medicine, University of California San Francisco, San Francisco, CA, United States of America

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• Michael Guarnieri ,

  Roles Resources, Writing – review & editing

  ¶‡ MG and GM also contributed equally to this work.

  Affiliation Kaiser Permanente Medical Group, Kaiser Permanente Northern California, Oakland, CA, United States of America

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• George Minowada ,

  Roles Resources, Writing – review & editing

  ¶‡ MG and GM also contributed equally to this work.

  Affiliation Kaiser Permanente Medical Group, Kaiser Permanente Northern California, Oakland, CA, United States of America

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• Lawrence Block ,

  Contributed equally to this work with: Erica Farrand, Harold R. Collard, Lawrence Block, Mei Lee, Carlos Iribarren

  Roles Data curation, Formal analysis

  Affiliation Division of Research, Kaiser Permanente Northern California, Oakland, CA, United States of America

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• Mei Lee ,

  Contributed equally to this work with: Erica Farrand, Harold R. Collard, Lawrence Block, Mei Lee, Carlos Iribarren

  Roles Data curation, Project administration, Resources

  Affiliation Division of Research, Kaiser Permanente Northern California, Oakland, CA, United States of America

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• Carlos Iribarren

  Contributed equally to this work with: Erica Farrand, Harold R. Collard, Lawrence Block, Mei Lee, Carlos Iribarren

  Roles Conceptualization, Funding acquisition, Resources, Supervision, Writing – review & editing

  Affiliation Division of Research, Kaiser Permanente Northern California, Oakland, CA, United States of America

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