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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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Bibliographic Details
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
Description
ISSN:1741-7015
DOI:10.1186/s12916-025-04584-z