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Use of artificial intelligence to support the assessment of the methodological quality of systematic reviews.

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Title: Use of artificial intelligence to support the assessment of the methodological quality of systematic reviews.
Authors: Marques-Cruz M; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal; Public Health Unit Marão e Douro Norte, Local Health Unit Trás-os-Montes e Alto Douro, Vila Real, Portugal., Pinto F; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; Knok Healthcare, Porto, Portugal., Vieira RJ; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal., Bognanni A; Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada; Clinical Epidemiology and Research Center (CERC), IRCCS Humanitas Research Hospital & Department of Biomedical Sciences, Humanitas University, Milan, Italy., Perestrelo P; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal; Oncology Department, Local Health Unit of Trás-os-Montes e Alto Douro, Vila Real, Portugal., Gil-Mata S; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal., Duarte VH; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal., Barbosa JP; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal., Cardoso-Fernandes A; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal; Internal Medicine Department, Hospital of Santa Luzia, Local Health Unit of Alto Minho, Viana do Castelo, Portugal., Martinho-Dias D; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal., Franco-Pego F; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal; Almada-Seixal Public Health Unit, Almada-Seixal Local Health Unit, Almada, Portugal., Germini F; Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada; Clinical Epidemiology and Research Center (CERC), IRCCS Humanitas Research Hospital & Department of Biomedical Sciences, Humanitas University, Milan, Italy., Arienti C; Clinical Epidemiology and Research Center (CERC), IRCCS Humanitas Research Hospital & Department of Biomedical Sciences, Humanitas University, Milan, Italy., Chu AWL; Department of Medicine, McMaster University, Hamilton, Ontario, Canada., Riera-Serra P; Health Research Institute of the Balearic Islands (IdISBa), Son Espases University Hospital, Palma, Balearic Islands, Spain., Jemioło P; AGH University of Krakow, Kraków, Poland; Department of Hygiene and Dietetics, Faculty of Medicine Jagiellonian University Medical College, Krakow, Poland., Rodrigues PP; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal., Fonseca JA; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal., Azevedo LF; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal., Schünemann HJ; Clinical Epidemiology and Research Center (CERC), IRCCS Humanitas Research Hospital & Department of Biomedical Sciences, Humanitas University, Milan, Italy; Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Allergology and Immunology, Berlin, Germany. Electronic address: schuneh@mcmaster.ca., Cruz-Correia R; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal., Jankin S; School of Government and School of Computer Science, University of Birmingham, Birmingham, United Kingdom., Sousa-Pinto B; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal.
Source: Journal of clinical epidemiology [J Clin Epidemiol] 2025 Nov; Vol. 187, pp. 111944. Date of Electronic Publication: 2025 Aug 25.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 8801383 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-5921 (Electronic) Linking ISSN: 08954356 NLM ISO Abbreviation: J Clin Epidemiol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Use of artificial intelligence to support the assessment of the methodological quality of systematic reviews.
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  Data: <searchLink fieldCode="AU" term="%22Marques-Cruz+M%22">Marques-Cruz M</searchLink>; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal; Public Health Unit Marão e Douro Norte, Local Health Unit Trás-os-Montes e Alto Douro, Vila Real, Portugal.<br /><searchLink fieldCode="AU" term="%22Pinto+F%22">Pinto F</searchLink>; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; Knok Healthcare, Porto, Portugal.<br /><searchLink fieldCode="AU" term="%22Vieira+RJ%22">Vieira RJ</searchLink>; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal.<br /><searchLink fieldCode="AU" term="%22Bognanni+A%22">Bognanni A</searchLink>; Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada; Clinical Epidemiology and Research Center (CERC), IRCCS Humanitas Research Hospital & Department of Biomedical Sciences, Humanitas University, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Perestrelo+P%22">Perestrelo P</searchLink>; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal; Oncology Department, Local Health Unit of Trás-os-Montes e Alto Douro, Vila Real, Portugal.<br /><searchLink fieldCode="AU" term="%22Gil-Mata+S%22">Gil-Mata S</searchLink>; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal.<br /><searchLink fieldCode="AU" term="%22Duarte+VH%22">Duarte VH</searchLink>; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal.<br /><searchLink fieldCode="AU" term="%22Barbosa+JP%22">Barbosa JP</searchLink>; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal.<br /><searchLink fieldCode="AU" term="%22Cardoso-Fernandes+A%22">Cardoso-Fernandes A</searchLink>; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal; Internal Medicine Department, Hospital of Santa Luzia, Local Health Unit of Alto Minho, Viana do Castelo, Portugal.<br /><searchLink fieldCode="AU" term="%22Martinho-Dias+D%22">Martinho-Dias D</searchLink>; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal.<br /><searchLink fieldCode="AU" term="%22Franco-Pego+F%22">Franco-Pego F</searchLink>; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal; Almada-Seixal Public Health Unit, Almada-Seixal Local Health Unit, Almada, Portugal.<br /><searchLink fieldCode="AU" term="%22Germini+F%22">Germini F</searchLink>; Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada; Clinical Epidemiology and Research Center (CERC), IRCCS Humanitas Research Hospital & Department of Biomedical Sciences, Humanitas University, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Arienti+C%22">Arienti C</searchLink>; Clinical Epidemiology and Research Center (CERC), IRCCS Humanitas Research Hospital & Department of Biomedical Sciences, Humanitas University, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Chu+AWL%22">Chu AWL</searchLink>; Department of Medicine, McMaster University, Hamilton, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Riera-Serra+P%22">Riera-Serra P</searchLink>; Health Research Institute of the Balearic Islands (IdISBa), Son Espases University Hospital, Palma, Balearic Islands, Spain.<br /><searchLink fieldCode="AU" term="%22Jemioło+P%22">Jemioło P</searchLink>; AGH University of Krakow, Kraków, Poland; Department of Hygiene and Dietetics, Faculty of Medicine Jagiellonian University Medical College, Krakow, Poland.<br /><searchLink fieldCode="AU" term="%22Rodrigues+PP%22">Rodrigues PP</searchLink>; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal.<br /><searchLink fieldCode="AU" term="%22Fonseca+JA%22">Fonseca JA</searchLink>; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal.<br /><searchLink fieldCode="AU" term="%22Azevedo+LF%22">Azevedo LF</searchLink>; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal.<br /><searchLink fieldCode="AU" term="%22Schünemann+HJ%22">Schünemann HJ</searchLink>; Clinical Epidemiology and Research Center (CERC), IRCCS Humanitas Research Hospital & Department of Biomedical Sciences, Humanitas University, Milan, Italy; Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Allergology and Immunology, Berlin, Germany. Electronic address: schuneh@mcmaster.ca.<br /><searchLink fieldCode="AU" term="%22Cruz-Correia+R%22">Cruz-Correia R</searchLink>; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal.<br /><searchLink fieldCode="AU" term="%22Jankin+S%22">Jankin S</searchLink>; School of Government and School of Computer Science, University of Birmingham, Birmingham, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Sousa-Pinto+B%22">Sousa-Pinto B</searchLink>; Faculty of Medicine, MEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal; CINTESIS@RISE - Health Research Network, University of Porto, Porto, Portugal.
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