{"id":"W3025238321","doi":"10.1016/s0140-6736(17)32366-8","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":2017,"lang":"en","type":"article","venue":"The Lancet","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":2447,"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; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Division of Graduate Education; Fogarty International Center; National Institute on Aging; Sahlgrenska Akademin; Instituto de Salud Carlos III; Russian Academy of Sciences; Fundação para a Ciência e a Tecnologia; National Health and Medical Research Council; Engineering and Physical Sciences Research Council; Medical Research Council; Weill Cornell Medicine - Qatar; College of Medicine, Seoul National University; School of Public Health and Family Medicine, University of Cape Town; Qatar National Research Fund; Johns Hopkins Bloomberg School of Public Health; Wollega University; National Institutes of Health; Aswan University; 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; Fakultet Medicinskih Nauka, Univerziteta U Kragujevcu; University Hospitals Bristol NHS Foundation Trust; Christian Medical College, Vellore; 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; University of the Philippines; National Institute of Child Health and Human Development; 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; Burnet Institute; University of Delhi; Centro de Investigación Biomédica en Red de Salud Mental; Hospital for Sick Children; GATS; Bahir Dar University; Shahid Beheshti University of Medical Sciences; Göteborgs Universitet; Debre Markos University; Flinders University; Universität Bielefeld; Colorado School of Public Health; Medical Center, University of Rochester; University of Haifa; 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; 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; Max-Planck-Gesellschaft; Kyowa Hakko Kirin; European Regional Development Fund; Karolinska Institutet; Bundesbehörden der Schweizerischen Eidgenossenschaft; Jordan University of Science and Technology; Tampereen Yliopisto; Hospital de Clínicas de Porto Alegre; Ball State University; Addis Ababa University; Università degli Studi di Salerno; National Research Foundation of Korea; University of California, San Diego; National Health Research Institutes; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Public Health England; High Blood Pressure Research Council of Australia; Imperial College London; 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; Dalhousie University; Yale University; Jimma University; Chinese Academy of Sciences; Bundesministerium für Bildung und Forschung; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; AXA Research Fund; Economic and Social Research Council; National Natural Science Foundation of China; Curtin University of Technology; Universiteit Utrecht; Scottish Government; 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; 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; Public Health Agency of Canada; Madda Walabu University; University Hospital Southampton NHS Foundation Trust; Istituto di Ricerche Farmacologiche Mario Negri - IRCCS; National Heart Foundation of Australia; Queensland Brain Institute; Newcastle University; Universität Hohenheim; University of Oxford; Uniwersytet Jagielloński Collegium Medicum; University College London; National Human Genome Research Institute; Public Health Institute; King's College London; Ohio State University; Johns Hopkins University; University of Warwick; University of Leicester; Zahedan University of Medical Sciences; Harvard University; Warwick Medical School; Deutsches Krebsforschungszentrum; Postgraduate Institute of Medical Education and Research, Chandigarh; University of Aberdeen; National Research Foundation; Centers for Disease Control and Prevention; University of Queensland; National Institute for Health and Care Research; Universidad Autónoma Metropolitana; Department of Science and Technology, Ministry of Science and Technology, India; New York University Abu Dhabi; University of Occupational and Environmental Health; Bloomberg Philanthropies; University of Cape Town; Horizon Pharmaceuticals; University of Sydney; Birzeit University; University of Southampton; Brien Holden Vision Institute; University of Glasgow; Norwegian Institute of Public Health; International Society of Nephrology; London School of Economics and Political Science; 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; Queensland Health; Generalitat Valenciana; Regeneron Pharmaceuticals; South Australian Health and Medical Research Institute; National Cancer Institute; Peking University; Seoul National University; Centers for Disease Control and Prevention Foundation; Helsingin Yliopisto; King Saud University; Ottawa Hospital Research Institute; Université de Lorraine; University of Rochester; Università degli Studi di Milano; University of Otago; Wellcome Trust; Pfizer; Bill and Melinda Gates Foundation; Economic Growth Center, Yale University; Mekelle University; Universiteit Stellenbosch; University of Michigan; Universitetet i Bergen; Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja; Public Health Wales; Simmons College; Mazandaran University of Medical Sciences; World Health Organization; Kaiser Permanente; Department of Global Health and Population, Harvard T.H. Chan School of Public Health; Uppsala Universitet; Chinese Center for Disease Control and Prevention; George Mason University; Trường Đại học Duy Tân; Institute for Health Metrics and Evaluation; Universidade do Porto; Australian Government; ADC Foundation; Alexander von Humboldt-Stiftung; Universität Basel; Aarhus Universitet; University of Tokyo; National Council on Disability; Universidad Nacional de Colombia; National Drug and Alcohol Research Centre; Friedrich-Schiller-Universität Jena; Amgen; National Rosacea Society","keywords":"Environmental health; Risk assessment; Burden of disease; Medicine; Economics; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03490068,0.001242054,0.005381024,0.01223753,0.0005237135,0.001565431,0.001423797,0.001139073,0.001907225],"category_scores_gemma":[0.06842248,0.001006468,0.02235331,0.01499683,0.0008390852,0.001307957,0.002620699,0.00131217,0.0002118442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002436393,"about_ca_system_score_gemma":0.005487885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0232901,"about_ca_topic_score_gemma":0.04173958,"domain_scores_codex":[0.9663858,0.01404838,0.01127583,0.003566174,0.004000352,0.0007233516],"domain_scores_gemma":[0.962568,0.01986226,0.01117567,0.002211699,0.00379479,0.0003875979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002441141,0.0000420886,0.2736379,0.2270642,0.4348021,0.0002383621,0.0008518099,0.001956258,0.0002342524,0.001390722,0.007051752,0.05028939],"study_design_scores_gemma":[0.001385629,0.0004755239,0.2931479,0.09992028,0.583621,0.0008017303,0.0007341313,0.00192023,0.0003996126,0.002658752,0.01474353,0.0001917165],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0659637,0.8954796,0.004846438,0.00110055,0.0003016382,0.001325214,0.02983997,0.00009239992,0.001050615],"genre_scores_gemma":[0.7425421,0.2225484,0.01137858,0.001570844,0.0003089738,0.004387694,0.01686368,0.00006576945,0.0003338921],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03490068,"threshold_uncertainty_score":0.1845747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1620521161949969,"score_gpt":0.4209692301582118,"score_spread":0.2589171139632149,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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