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Comparison of verbal autopsy using a large language model to biologically confirmed causes of death for malaria and other communicable diseases among children in six sub-Saharan African countries.

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Title: Comparison of verbal autopsy using a large language model to biologically confirmed causes of death for malaria and other communicable diseases among children in six sub-Saharan African countries.
Authors: Carshon-Marsh R; Dalla Lana School of Public Health, University of Toronto, Toronto, ON, M5T 3M7, Canada. ronald.carshonmarsh@mail.utoronto.ca.; Centre for Global Health Research, Unity Health Toronto, Toronto, ON, M5B 1W8, Canada. ronald.carshonmarsh@mail.utoronto.ca., Wen R; Centre for Global Health Research, Unity Health Toronto, Toronto, ON, M5B 1W8, Canada., Ng TKS; Centre for Global Health Research, Unity Health Toronto, Toronto, ON, M5B 1W8, Canada., Kamadod R; Centre for Global Health Research, Unity Health Toronto, Toronto, ON, M5B 1W8, Canada., Bogoch I; Divisions of General Internal Medicine and Infectious Diseases, Department of Medicine, Toronto General Hospital, University Health Network, University of Toronto, Toronto, ON, M5S 3H2, Canada., Bondy SJ; Dalla Lana School of Public Health, University of Toronto, Toronto, ON, M5T 3M7, Canada., Witek TJ Jr; Dalla Lana School of Public Health, University of Toronto, Toronto, ON, M5T 3M7, Canada., Jha P; Dalla Lana School of Public Health, University of Toronto, Toronto, ON, M5T 3M7, Canada.; Centre for Global Health Research, Unity Health Toronto, Toronto, ON, M5B 1W8, Canada.
Source: Malaria journal [Malar J] 2026 Jan 06; Vol. 25 (1), pp. 77. Date of Electronic Publication: 2026 Jan 06.
Publication Type: Journal Article; Comparative Study
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101139802 Publication Model: Electronic Cited Medium: Internet ISSN: 1475-2875 (Electronic) Linking ISSN: 14752875 NLM ISO Abbreviation: Malar J Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Comparison of verbal autopsy using a large language model to biologically confirmed causes of death for malaria and other communicable diseases among children in six sub-Saharan African countries.
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  Data: <searchLink fieldCode="AU" term="%22Carshon-Marsh+R%22">Carshon-Marsh R</searchLink>; Dalla Lana School of Public Health, University of Toronto, Toronto, ON, M5T 3M7, Canada. ronald.carshonmarsh@mail.utoronto.ca.; Centre for Global Health Research, Unity Health Toronto, Toronto, ON, M5B 1W8, Canada. ronald.carshonmarsh@mail.utoronto.ca.<br /><searchLink fieldCode="AU" term="%22Wen+R%22">Wen R</searchLink>; Centre for Global Health Research, Unity Health Toronto, Toronto, ON, M5B 1W8, Canada.<br /><searchLink fieldCode="AU" term="%22Ng+TKS%22">Ng TKS</searchLink>; Centre for Global Health Research, Unity Health Toronto, Toronto, ON, M5B 1W8, Canada.<br /><searchLink fieldCode="AU" term="%22Kamadod+R%22">Kamadod R</searchLink>; Centre for Global Health Research, Unity Health Toronto, Toronto, ON, M5B 1W8, Canada.<br /><searchLink fieldCode="AU" term="%22Bogoch+I%22">Bogoch I</searchLink>; Divisions of General Internal Medicine and Infectious Diseases, Department of Medicine, Toronto General Hospital, University Health Network, University of Toronto, Toronto, ON, M5S 3H2, Canada.<br /><searchLink fieldCode="AU" term="%22Bondy+SJ%22">Bondy SJ</searchLink>; Dalla Lana School of Public Health, University of Toronto, Toronto, ON, M5T 3M7, Canada.<br /><searchLink fieldCode="AU" term="%22Witek+TJ+Jr%22">Witek TJ Jr</searchLink>; Dalla Lana School of Public Health, University of Toronto, Toronto, ON, M5T 3M7, Canada.<br /><searchLink fieldCode="AU" term="%22Jha+P%22">Jha P</searchLink>; Dalla Lana School of Public Health, University of Toronto, Toronto, ON, M5T 3M7, Canada.; Centre for Global Health Research, Unity Health Toronto, Toronto, ON, M5B 1W8, Canada.
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  Data: <searchLink fieldCode="JN" term="%22101139802%22">Malaria journal</searchLink> [Malar J] 2026 Jan 06; Vol. 25 (1), pp. 77. <i>Date of Electronic Publication: </i>2026 Jan 06.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101139802 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1475-2875 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214752875%22">14752875 </searchLink><i>NLM ISO Abbreviation: </i>Malar J <i>Subsets: </i>MEDLINE
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        Value: 10.1186/s12936-025-05774-z
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      – Code: eng
        Text: English
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              Text: 2026 Jan 06
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