How ICU clinicians document 'Futility': A 10-year analysis of critical care notes using natural language processing notes.

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Bibliographic Details
Title: How ICU clinicians document 'Futility': A 10-year analysis of critical care notes using natural language processing notes.
Authors: Brender TD; Hospital Medicine Section, San Francisco VA Health Care System, San Francisco, CA, United States of America; Department of Medicine, School of Medicine, University of California, San Francisco, San Francisco, CA, United States of America., Stumpf N; Department of Medicine, Division of Pulmonary, Allergy, and Critical Care, Stanford University, Stanford, CA, United States of America., Vossler K; Department of Medicine, School of Medicine, University of California, San Francisco, San Francisco, CA, United States of America., Kim S; Department of Medicine, Division of Pulmonary, Allergy, and Critical Care, Stanford University, Stanford, CA, United States of America., Mills H; Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA, United States of America., Lee A; Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA, United States of America., Yang HY; Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, United States of America., Heintz T; Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States of America., Espejo E; Division of Geriatrics, University of California, San Francisco, San Francisco, CA, United States of America., Boscardin J; Division of Geriatrics, University of California, San Francisco, San Francisco, CA, United States of America., Pantilat S; Division of Palliative Medicine, Department of Medicine, University of California, San Francisco, San Francisco, CA, United States of America., Chapman AC; Department of Medicine, the Division of Critical Care and Palliative Medicine, University of California, San Francisco, San Francisco, CA, United States of America; Department of Surgery, University of California, San Francisco, San Francisco, CA, United States of America., Widera E; Division of Geriatrics, University of California, San Francisco, San Francisco, CA, United States of America; Department of Geriatrics, Palliative, and Extended Care, Veterans Affairs Medical Center, University of California, San Francisco, San Francisco, CA, United States of America., Smith AK; Department of Geriatrics, Palliative, and Extended Care, Veterans Affairs Medical Center, University of California, San Francisco, San Francisco, CA, United States of America., Cobert J; Anesthesia Service, San Francisco VA Health Care System, University of California, San Francisco, San Francisco, CA, United States of America; Department of Anesthesia and Perioperative Care, University of California, San Francisco, San Francisco, CA, United States of America. Electronic address: Julien.cobert@ucsf.edu.
Source: Journal of critical care [J Crit Care] 2026 Aug; Vol. 94, pp. 155526. Date of Electronic Publication: 2026 Mar 23.
Publication Type: Journal Article
Journal Info: Publisher: W.B. Saunders Country of Publication: United States NLM ID: 8610642 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1557-8615 (Electronic) Linking ISSN: 08839441 NLM ISO Abbreviation: J Crit Care Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1557-8615
DOI:10.1016/j.jcrc.2026.155526