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Comparative evaluation of a hybrid machine learning-human adjudication paradigm for endoscopic scoring in ulcerative colitis.

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Title: Comparative evaluation of a hybrid machine learning-human adjudication paradigm for endoscopic scoring in ulcerative colitis.
Authors: Gottlieb KT; Eli Lilly and Company, Indianapolis, Indiana, USA klaus.gottlieb@gmail.com., Battioui C; Eli Lilly and Company, Indianapolis, Indiana, USA., Wang Y; Iterative Health Inc, Cambridge, Massachusetts, USA., Brodskiy PA; Iterative Health Inc, Cambridge, Massachusetts, USA., Haft-Javaherian M; Iterative Health Inc, Cambridge, Massachusetts, USA., Colucci DR; Iterative Health Inc, Cambridge, Massachusetts, USA., Thomason D; Iterative Health Inc, Cambridge, Massachusetts, USA., Baxi S; Iterative Health Inc, Cambridge, Massachusetts, USA.
Source: BMJ open gastroenterology [BMJ Open Gastroenterol] 2025 Dec 07; Vol. 12 (1). Date of Electronic Publication: 2025 Dec 07.
Publication Type: Journal Article; Comparative Study
Journal Info: Publisher: BMJ Publishing Group Ltd & British Society of Gastroenterology Country of Publication: England NLM ID: 101660690 Publication Model: Electronic Cited Medium: Print ISSN: 2054-4774 (Print) Linking ISSN: 20544774 NLM ISO Abbreviation: BMJ Open Gastroenterol Subsets: MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
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  Data: Comparative evaluation of a hybrid machine learning-human adjudication paradigm for endoscopic scoring in ulcerative colitis.
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  Data: <searchLink fieldCode="AU" term="%22Gottlieb+KT%22">Gottlieb KT</searchLink>; Eli Lilly and Company, Indianapolis, Indiana, USA klaus.gottlieb@gmail.com.<br /><searchLink fieldCode="AU" term="%22Battioui+C%22">Battioui C</searchLink>; Eli Lilly and Company, Indianapolis, Indiana, USA.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; Iterative Health Inc, Cambridge, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Brodskiy+PA%22">Brodskiy PA</searchLink>; Iterative Health Inc, Cambridge, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Haft-Javaherian+M%22">Haft-Javaherian M</searchLink>; Iterative Health Inc, Cambridge, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Colucci+DR%22">Colucci DR</searchLink>; Iterative Health Inc, Cambridge, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Thomason+D%22">Thomason D</searchLink>; Iterative Health Inc, Cambridge, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Baxi+S%22">Baxi S</searchLink>; Iterative Health Inc, Cambridge, Massachusetts, USA.
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  Data: <searchLink fieldCode="JN" term="%22101660690%22">BMJ open gastroenterology</searchLink> [BMJ Open Gastroenterol] 2025 Dec 07; Vol. 12 (1). <i>Date of Electronic Publication: </i>2025 Dec 07.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BMJ+Publishing+Group+Ltd+%26+British+Society+of+Gastroenterology%22">BMJ Publishing Group Ltd & British Society of Gastroenterology </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101660690 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2054-4774 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220544774%22">20544774 </searchLink><i>NLM ISO Abbreviation: </i>BMJ Open Gastroenterol <i>Subsets: </i>MEDLINE
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        Value: 10.1136/bmjgast-2025-001959
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        Text: English
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              Text: 2025 Dec 07
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