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Computer assisted verbal autopsy: comparing large language models to physicians for assigning causes to 6939 deaths in Sierra Leone from 2019-2022.

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Title: Computer assisted verbal autopsy: comparing large language models to physicians for assigning causes to 6939 deaths in Sierra Leone from 2019-2022.
Authors: Wen R; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada. rwen@torontomu.ca., Assalif AT; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada.; College of Medical Sciences, Njala University, Bo, Sierra Leone., Lee AS; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada., Kamadod R; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada., Behdinan A; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada., Carshon-Marsh R; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada., Meh C; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada., Ng TKS; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada., Brown P; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada., Jha P; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada. prabhat.jha@utoronto.ca., Ansumana R; College of Medical Sciences, Njala University, Bo, Sierra Leone.
Source: BMC medicine [BMC Med] 2025 Dec 24; Vol. 24 (1), pp. 49. Date of Electronic Publication: 2025 Dec 24.
Publication Type: Journal Article; Comparative Study
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101190723 Publication Model: Electronic Cited Medium: Internet ISSN: 1741-7015 (Electronic) Linking ISSN: 17417015 NLM ISO Abbreviation: BMC Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Computer assisted verbal autopsy: comparing large language models to physicians for assigning causes to 6939 deaths in Sierra Leone from 2019-2022.
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  Data: <searchLink fieldCode="AU" term="%22Wen+R%22">Wen R</searchLink>; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada. rwen@torontomu.ca.<br /><searchLink fieldCode="AU" term="%22Assalif+AT%22">Assalif AT</searchLink>; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada.; College of Medical Sciences, Njala University, Bo, Sierra Leone.<br /><searchLink fieldCode="AU" term="%22Lee+AS%22">Lee AS</searchLink>; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada.<br /><searchLink fieldCode="AU" term="%22Kamadod+R%22">Kamadod R</searchLink>; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada.<br /><searchLink fieldCode="AU" term="%22Behdinan+A%22">Behdinan A</searchLink>; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada.<br /><searchLink fieldCode="AU" term="%22Carshon-Marsh+R%22">Carshon-Marsh R</searchLink>; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada.<br /><searchLink fieldCode="AU" term="%22Meh+C%22">Meh C</searchLink>; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada.<br /><searchLink fieldCode="AU" term="%22Ng+TKS%22">Ng TKS</searchLink>; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada.<br /><searchLink fieldCode="AU" term="%22Brown+P%22">Brown P</searchLink>; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada.<br /><searchLink fieldCode="AU" term="%22Jha+P%22">Jha P</searchLink>; Centre for Global Health Research, St. Michael's Hospital, Unity Health Toronto and University of Toronto, 30 Bond St, Toronto, Ontario, M5B 1W8, Canada. prabhat.jha@utoronto.ca.<br /><searchLink fieldCode="AU" term="%22Ansumana+R%22">Ansumana R</searchLink>; College of Medical Sciences, Njala University, Bo, Sierra Leone.
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  Data: <searchLink fieldCode="JN" term="%22101190723%22">BMC medicine</searchLink> [BMC Med] 2025 Dec 24; Vol. 24 (1), pp. 49. <i>Date of Electronic Publication: </i>2025 Dec 24.
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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>101190723 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1741-7015 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2217417015%22">17417015 </searchLink><i>NLM ISO Abbreviation: </i>BMC Med <i>Subsets: </i>MEDLINE
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        Text: English
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              Text: 2025 Dec 24
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