How ICU clinicians document 'Futility': A 10-year analysis of critical care notes using natural language processing notes.
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| Title: | How ICU clinicians document 'Futility': A 10-year analysis of critical care notes using natural language processing notes. |
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| 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 |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41875516 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: How ICU clinicians document 'Futility': A 10-year analysis of critical care notes using natural language processing notes. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Brender+TD%22">Brender TD</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Stumpf+N%22">Stumpf N</searchLink>; Department of Medicine, Division of Pulmonary, Allergy, and Critical Care, Stanford University, Stanford, CA, United States of America.<br /><searchLink fieldCode="AU" term="%22Vossler+K%22">Vossler K</searchLink>; Department of Medicine, School of Medicine, University of California, San Francisco, San Francisco, CA, United States of America.<br /><searchLink fieldCode="AU" term="%22Kim+S%22">Kim S</searchLink>; Department of Medicine, Division of Pulmonary, Allergy, and Critical Care, Stanford University, Stanford, CA, United States of America.<br /><searchLink fieldCode="AU" term="%22Mills+H%22">Mills H</searchLink>; Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA, United States of America.<br /><searchLink fieldCode="AU" term="%22Lee+A%22">Lee A</searchLink>; Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA, United States of America.<br /><searchLink fieldCode="AU" term="%22Yang+HY%22">Yang HY</searchLink>; Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, United States of America.<br /><searchLink fieldCode="AU" term="%22Heintz+T%22">Heintz T</searchLink>; Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States of America.<br /><searchLink fieldCode="AU" term="%22Espejo+E%22">Espejo E</searchLink>; Division of Geriatrics, University of California, San Francisco, San Francisco, CA, United States of America.<br /><searchLink fieldCode="AU" term="%22Boscardin+J%22">Boscardin J</searchLink>; Division of Geriatrics, University of California, San Francisco, San Francisco, CA, United States of America.<br /><searchLink fieldCode="AU" term="%22Pantilat+S%22">Pantilat S</searchLink>; Division of Palliative Medicine, Department of Medicine, University of California, San Francisco, San Francisco, CA, United States of America.<br /><searchLink fieldCode="AU" term="%22Chapman+AC%22">Chapman AC</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Widera+E%22">Widera E</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Smith+AK%22">Smith AK</searchLink>; Department of Geriatrics, Palliative, and Extended Care, Veterans Affairs Medical Center, University of California, San Francisco, San Francisco, CA, United States of America.<br /><searchLink fieldCode="AU" term="%22Cobert+J%22">Cobert J</searchLink>; 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. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%228610642%22">Journal of critical care</searchLink> [J Crit Care] 2026 Aug; Vol. 94, pp. 155526. <i>Date of Electronic Publication: </i>2026 Mar 23. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22W%2EB%2E+Saunders%22">W.B. Saunders </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>8610642 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1557-8615 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2208839441%22">08839441 </searchLink><i>NLM ISO Abbreviation: </i>J Crit Care <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41875516 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1016/j.jcrc.2026.155526 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 155526 Titles: – TitleFull: How ICU clinicians document 'Futility': A 10-year analysis of critical care notes using natural language processing notes. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Brender TD – PersonEntity: Name: NameFull: Stumpf N – PersonEntity: Name: NameFull: Vossler K – PersonEntity: Name: NameFull: Kim S – PersonEntity: Name: NameFull: Mills H – PersonEntity: Name: NameFull: Lee A – PersonEntity: Name: NameFull: Yang HY – PersonEntity: Name: NameFull: Heintz T – PersonEntity: Name: NameFull: Espejo E – PersonEntity: Name: NameFull: Boscardin J – PersonEntity: Name: NameFull: Pantilat S – PersonEntity: Name: NameFull: Chapman AC – PersonEntity: Name: NameFull: Widera E – PersonEntity: Name: NameFull: Smith AK – PersonEntity: Name: NameFull: Cobert J IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 08 Text: 2026 Aug Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1557-8615 Numbering: – Type: volume Value: 94 Titles: – TitleFull: Journal of critical care Type: main |
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