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Education Research: Quality of Narrative Feedback Generated by a Large Language Model Compared With Expert Faculty for Case-Based Learning in Neurology Education.

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Title: Education Research: Quality of Narrative Feedback Generated by a Large Language Model Compared With Expert Faculty for Case-Based Learning in Neurology Education.
Authors: Fruitman H; New York Medical College, Valhalla, NY., Severin S; New York Medical College, Valhalla, NY., Miah A; New York Medical College, Valhalla, NY., Gao C; Adelaide Medical School, The University of Adelaide, South Australia, Australia., Gim H; Harvard Medical School, Harvard University, Boston, MA., Qian C; Harvard Medical School, Harvard University, Boston, MA., Park SO; Harvard Medical School, Harvard University, Boston, MA.; Harvard/MIT MD-PhD Program, Boston, MA., Hou K; Adelaide Medical School, The University of Adelaide, South Australia, Australia., Kong EL; Harvard Medical School, Harvard University, Boston, MA., Cook B; Adelaide Medical School, The University of Adelaide, South Australia, Australia., Le J; Adelaide Medical School, The University of Adelaide, South Australia, Australia., Stretton B; Adelaide Medical School, The University of Adelaide, South Australia, Australia., Maddison J; Lyell McEwin Hospital, Elizabeth Vale, South Australia, Australia., McCoy LG; Division of Neurology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada.; Massachusetts Institute of Technology, Boston., Collins L; Adelaide Medical School, The University of Adelaide, South Australia, Australia., Vanlint A; Adelaide Medical School, The University of Adelaide, South Australia, Australia., Goh R; Adelaide Medical School, The University of Adelaide, South Australia, Australia., Arnold M; Adelaide Medical School, The University of Adelaide, South Australia, Australia., Thant A; Washington University in St. Louis, School of Medicine, MO., Vasireddy RP; University of Texas at Tyler School of Medicine., Kung D; Baylor College of Medicine, Houston, TX., Paul AM; Johns Hopkins University School of Medicine, Johns Hopkins University, Baltimore, MD., Reda H; Harvard Medical School, Harvard University, Boston, MA.; Department of Neurology, Mass General Brigham, Boston, MA; and., Kaplan TB; Harvard Medical School, Harvard University, Boston, MA.; Department of Neurology, Mass General Brigham, Boston, MA; and., Karp A; New York Medical College, Valhalla, NY.; Department of Neurology, Westchester Medical Center, Valhalla, NY., Gheihman G; Harvard Medical School, Harvard University, Boston, MA.; Department of Neurology, Mass General Brigham, Boston, MA; and.
Source: Neurology. Education [Neurol Educ] 2026 May 27; Vol. 5 (2), pp. e200320. Date of Electronic Publication: 2026 May 27 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Wolters Kluwer Health, Inc NLM ID: 9918787188106676 Publication Model: eCollection Cited Medium: Internet ISSN: 2771-9979 (Electronic) Linking ISSN: 27719979 NLM ISO Abbreviation: Neurol Educ Subsets: PubMed not MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Fruitman+H%22">Fruitman H</searchLink>; New York Medical College, Valhalla, NY.<br /><searchLink fieldCode="AU" term="%22Severin+S%22">Severin S</searchLink>; New York Medical College, Valhalla, NY.<br /><searchLink fieldCode="AU" term="%22Miah+A%22">Miah A</searchLink>; New York Medical College, Valhalla, NY.<br /><searchLink fieldCode="AU" term="%22Gao+C%22">Gao C</searchLink>; Adelaide Medical School, The University of Adelaide, South Australia, Australia.<br /><searchLink fieldCode="AU" term="%22Gim+H%22">Gim H</searchLink>; Harvard Medical School, Harvard University, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Qian+C%22">Qian C</searchLink>; Harvard Medical School, Harvard University, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Park+SO%22">Park SO</searchLink>; Harvard Medical School, Harvard University, Boston, MA.; Harvard/MIT MD-PhD Program, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Hou+K%22">Hou K</searchLink>; Adelaide Medical School, The University of Adelaide, South Australia, Australia.<br /><searchLink fieldCode="AU" term="%22Kong+EL%22">Kong EL</searchLink>; Harvard Medical School, Harvard University, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Cook+B%22">Cook B</searchLink>; Adelaide Medical School, The University of Adelaide, South Australia, Australia.<br /><searchLink fieldCode="AU" term="%22Le+J%22">Le J</searchLink>; Adelaide Medical School, The University of Adelaide, South Australia, Australia.<br /><searchLink fieldCode="AU" term="%22Stretton+B%22">Stretton B</searchLink>; Adelaide Medical School, The University of Adelaide, South Australia, Australia.<br /><searchLink fieldCode="AU" term="%22Maddison+J%22">Maddison J</searchLink>; Lyell McEwin Hospital, Elizabeth Vale, South Australia, Australia.<br /><searchLink fieldCode="AU" term="%22McCoy+LG%22">McCoy LG</searchLink>; Division of Neurology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada.; Massachusetts Institute of Technology, Boston.<br /><searchLink fieldCode="AU" term="%22Collins+L%22">Collins L</searchLink>; Adelaide Medical School, The University of Adelaide, South Australia, Australia.<br /><searchLink fieldCode="AU" term="%22Vanlint+A%22">Vanlint A</searchLink>; Adelaide Medical School, The University of Adelaide, South Australia, Australia.<br /><searchLink fieldCode="AU" term="%22Goh+R%22">Goh R</searchLink>; Adelaide Medical School, The University of Adelaide, South Australia, Australia.<br /><searchLink fieldCode="AU" term="%22Arnold+M%22">Arnold M</searchLink>; Adelaide Medical School, The University of Adelaide, South Australia, Australia.<br /><searchLink fieldCode="AU" term="%22Thant+A%22">Thant A</searchLink>; Washington University in St. Louis, School of Medicine, MO.<br /><searchLink fieldCode="AU" term="%22Vasireddy+RP%22">Vasireddy RP</searchLink>; University of Texas at Tyler School of Medicine.<br /><searchLink fieldCode="AU" term="%22Kung+D%22">Kung D</searchLink>; Baylor College of Medicine, Houston, TX.<br /><searchLink fieldCode="AU" term="%22Paul+AM%22">Paul AM</searchLink>; Johns Hopkins University School of Medicine, Johns Hopkins University, Baltimore, MD.<br /><searchLink fieldCode="AU" term="%22Reda+H%22">Reda H</searchLink>; Harvard Medical School, Harvard University, Boston, MA.; Department of Neurology, Mass General Brigham, Boston, MA; and.<br /><searchLink fieldCode="AU" term="%22Kaplan+TB%22">Kaplan TB</searchLink>; Harvard Medical School, Harvard University, Boston, MA.; Department of Neurology, Mass General Brigham, Boston, MA; and.<br /><searchLink fieldCode="AU" term="%22Karp+A%22">Karp A</searchLink>; New York Medical College, Valhalla, NY.; Department of Neurology, Westchester Medical Center, Valhalla, NY.<br /><searchLink fieldCode="AU" term="%22Gheihman+G%22">Gheihman G</searchLink>; Harvard Medical School, Harvard University, Boston, MA.; Department of Neurology, Mass General Brigham, Boston, MA; and.
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  Data: <searchLink fieldCode="JN" term="%229918787188106676%22">Neurology. Education</searchLink> [Neurol Educ] 2026 May 27; Vol. 5 (2), pp. e200320. <i>Date of Electronic Publication: </i>2026 May 27 (<i>Print Publication: </i>2026).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wolters+Kluwer+Health%2C+Inc%22">Wolters Kluwer Health, Inc </searchLink><i>NLM ID: </i>9918787188106676 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2771-9979 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2227719979%22">27719979 </searchLink><i>NLM ISO Abbreviation: </i>Neurol Educ <i>Subsets: </i>PubMed not MEDLINE
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