{"id":"W4300188490","doi":"10.17615/6pqv-eq43","title":"Global, regional, and national comparative risk assessment of 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016","year":2020,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Daiichi Sankyo Europe; Institute of Infection and Immunity; Institute of Genetics; Mailman School of Public Health, Columbia University; Division of Graduate Education; Sahlgrenska Akademin; National Health and Medical Research Council; Uppsala Universitet; Department of Global Health and Population, Harvard T.H. Chan School of Public Health; Colorado School of Public Health; University of Haifa; Medical Center, University of Rochester; Wollega University; National Institutes of Health; Aswan University; Fundação para a Ciência e a Tecnologia; Arak University of Medical Sciences; Rede de Química e Tecnologia; Ministry of Health of the Russian Federation; Universidade Federal de Sergipe; University of Colorado School of Medicine, Anschutz Medical Campus; INCLIVA Instituto de Investigación Sanitaria; Public Health Foundation of India; Applied Molecular Biosciences Unit; Wageningen University and Research; Samara University; H. Lundbeck A/S; Servier; Christian Medical College, Vellore; University Hospitals Bristol NHS Foundation Trust; Pontificia Universidad Javeriana; The Wellcome Trust DBT India Alliance; George Institute for Global Health; University of Peradeniya; Auckland University of Technology, New Zealand; Weill Cornell Medical College; Xiamen University; University of Gondar; Tartu Ülikool; Fakultet Medicinskih Nauka, Univerziteta U Kragujevcu; Shahid Beheshti University of Medical Sciences; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; University of the Philippines; Medical Research Council; Sri Ramachandra University; University of Massachusetts Boston; Fundação Instituto de Pesquisas Econômicas; Damon Runyon Cancer Research Foundation; Alzheimer's Association; Universidade Federal de Minas Gerais; School of Public Health and Family Medicine, University of Cape Town; Ball State University; Addis Ababa University; Università degli Studi di Salerno; Burnet Institute; University of Delhi; Centro de Investigación Biomédica en Red de Salud Mental; Hospital for Sick Children; Bahir Dar University; Göteborgs Universitet; Debre Markos University; Flinders University; Universität Bielefeld; Universidade de São Paulo; University of New South Wales; Foundation for Education and European Culture; National Yang-Ming University; Hacettepe Üniversitesi; Universitetet i Oslo; Universitair Medisch Centrum Groningen; Ministry of Health and Medical Education; Haramaya University; University of Tokyo; Inyuvesi Yakwazulu-Natali; York University; Tehran University of Medical Sciences and Health Services; Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Kyowa Hakko Kirin; European Regional Development Fund; Karolinska Institutet; Jordan University of Science and Technology; Tampereen Yliopisto; Hospital de Clínicas de Porto Alegre; Newcastle University; Queensland Brain Institute; University of California, San Diego; National Health Research Institutes; Conselho Nacional de Desenvolvimento Científico e Tecnológico; High Blood Pressure Research Council of Australia; Imperial College London; Public Health England; University of Toronto; National Institute of Allergy and Infectious Diseases; Universitat de València; University of Canberra; Secretaría Nacional de Ciencia, Tecnología e Innovación; Cairo University; Lunds Universitet; Weill Cornell Medicine - Qatar; Dalhousie University; Universitetet i Bergen; Public Health Wales; Simmons College; Ottawa Hospital Research Institute; King Saud University; Bundesministerium für Bildung und Forschung; Scottish Government; Universiteit Utrecht; U.S. Department of Health and Human Services; University of Melbourne; Washington University in St. Louis; Monash University; Allergan; Secretaría de Salud; National Institute for Health Research Health Protection Research Unit; Danmarks Grundforskningsfond; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Ateneo de Manila University; Högskolan Dalarna; University of Bristol; University of Washington; Rijksuniversiteit Groningen; European Commission; University of North Carolina at Chapel Hill; Eli Lilly and Company; Public Health Agency; South African Medical Research Council; Universität Hohenheim; University of Oxford; AXA Research Fund; Uniwersytet Jagielloński Collegium Medicum; University College London; King's College London; Ohio State University; Johns Hopkins University; University of Warwick; University of Leicester; Yale University; Chinese Academy of Sciences; Jimma University; Zahedan University of Medical Sciences; Harvard University; Warwick Medical School; Deutsches Krebsforschungszentrum; Postgraduate Institute of Medical Education and Research, Chandigarh; University of Aberdeen; Mekelle University; Universiteit Stellenbosch; National Research Foundation; Centers for Disease Control and Prevention; University of Queensland; National Institute for Health and Care Research; Universidad Autónoma Metropolitana; New York University Abu Dhabi; University of Occupational and Environmental Health; Bloomberg Philanthropies; Institute for Health Metrics and Evaluation; Birzeit University; University of Sydney; Universidade do Porto; Australian Government; University of Glasgow; Norwegian Institute of Public Health; International Society of Nephrology; London School of Economics and Political Science; Amgen; National Drug and Alcohol Research Centre; Friedrich-Schiller-Universität Jena; Madda Walabu University; Public Health Agency of Canada; University College Cork; Universidade Federal do Rio Grande do Sul; Central South University; Institute of Genetics and Developmental Biology, Chinese Academy of Sciences; Arabian Gulf University; Seattle Children's Research Institute; Istituto di Ricerche Farmacologiche Mario Negri - IRCCS; University Hospital Southampton NHS Foundation Trust; Queensland Health; Trường Đại học Duy Tân; Wellcome Trust; Generalitat Valenciana; Regeneron Pharmaceuticals; South Australian Health and Medical Research Institute; National Cancer Institute; Peking University; Seoul National University; University of Southampton; Centers for Disease Control and Prevention Foundation; Helsingin Yliopisto; Université de Lorraine; University of Cape Town; Horizon Pharmaceuticals; Aarhus Universitet; Universität Basel; Russian Academy of Sciences; Johns Hopkins Bloomberg School of Public Health; University of Rochester; College of Medicine, Seoul National University; Università degli Studi di Milano; University of Otago; Curtin University of Technology; Instituto de Salud Carlos III; Bill and Melinda Gates Foundation; Pfizer; Mazandaran University of Medical Sciences; Kaiser Permanente; Chinese Center for Disease Control and Prevention; George Mason University; Brien Holden Vision Institute; Universidad Nacional de Colombia","keywords":"Environmental health; Burden of disease; Risk assessment; Disease; Medicine; Risk analysis (engineering); Economics; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006614547,0.0001879484,0.0009916566,0.0000859427,0.0001566823,0.00003960287,0.00009589406,0.00005878115,0.00002277218],"category_scores_gemma":[0.0002508634,0.0001118892,0.0001079887,0.0003530615,0.0003741001,0.0002412326,0.00009466767,0.00007570976,1.952985e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005510818,"about_ca_system_score_gemma":0.00110343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006077001,"about_ca_topic_score_gemma":0.0001843219,"domain_scores_codex":[0.9976154,0.0004383333,0.00085691,0.0003016478,0.000632197,0.0001555279],"domain_scores_gemma":[0.9978291,0.0007843205,0.0007159516,0.0001995115,0.0001408206,0.0003303191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007724517,0.0002313851,0.984725,0.003470334,0.001745289,0.000001257136,0.00263557,0.00008771386,0.000001502027,0.005432327,0.0008195638,0.00007763624],"study_design_scores_gemma":[0.001856155,0.0007064091,0.9772868,0.0003138855,0.002313194,0.000004034077,0.009849971,0.007068113,0.000001256381,0.0003380604,0.0001663086,0.00009578356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788227,0.009285475,0.00164536,0.003089498,0.00003470754,0.002945832,0.004140906,0.00001197741,0.00002355766],"genre_scores_gemma":[0.9976789,0.0003920855,0.001433614,0.00019087,0.00005786394,0.0001100035,0.0001162253,0.000006962556,0.00001344041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01885625,"threshold_uncertainty_score":0.9186648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1954755237879187,"score_gpt":0.4204545003567052,"score_spread":0.2249789765687865,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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