{"id":"W3081191619","doi":"10.1136/injuryprev-2019-043531","title":"Estimating global injuries morbidity and mortality: methods and data used in the Global Burden of Disease 2017 study","year":2020,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia; McMaster University; Université de Montréal; Public Health Agency of Canada; Simon Fraser University; University of Ottawa; York University; University of Manitoba; Ottawa Hospital; Centre for Global Health Research; University of Toronto; Université du Québec en Abitibi-Témiscamingue","funders":"Fogarty International Center; National Health and Medical Research Council; Sanofi Pasteur; National Institutes of Health; Sistema Nacional de Investigación, Secretaría Nacional de Ciencia, Tecnología e Innovación; Xiamen University; Cochrane South Africa; U.S. Department of Defense; Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja; King's College London; Universiti Kebangsaan Malaysia; Kuwait University; National Natural Science Foundation of China; National Cancer Institute; Deakin University; Public Health Agency; Medical Research Council; Department of Health and Social Care; Indian Council of Medical Research; South African Medical Research Council; National Heart Foundation of Australia; Public Health Agency of Canada; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; World Health Organization; Wellcome Trust; Alexander von Humboldt-Stiftung; Sanofi; Fundação para a Ciência e a Tecnologia; Bill and Melinda Gates Foundation; Instituto de Salud Carlos III; Ministério da Ciência, Tecnologia e Ensino Superior; NIH Clinical Center; Australian Government","keywords":"Burden of disease; Years of potential life lost; Estimation; Injury prevention; Medicine; Incidence (geometry); Poison control; Disease burden; Cause of death; Occupational safety and health; Disease; Suicide prevention; Mortality rate; Human factors and ergonomics; Demography; Medical emergency; Environmental health; Population; Life expectancy; Surgery; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03445168,0.001556762,0.001347205,0.01012306,0.0006373273,0.002192131,0.001707398,0.0009321523,0.004729848],"category_scores_gemma":[0.06470763,0.0006574465,0.001961319,0.02127067,0.001018623,0.00180415,0.003231876,0.002290032,0.001955197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002853705,"about_ca_system_score_gemma":0.007798422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0354678,"about_ca_topic_score_gemma":0.02229994,"domain_scores_codex":[0.9674535,0.01931543,0.004922778,0.001368127,0.006428742,0.00051157],"domain_scores_gemma":[0.9711944,0.01124085,0.005876188,0.003788633,0.007387223,0.0005126771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003453698,0.0003135912,0.4430206,0.007529636,0.002320632,0.0002412362,0.002140084,0.0101402,0.0004456739,0.0171724,0.2078765,0.308454],"study_design_scores_gemma":[0.0004564461,0.0003067121,0.5127552,0.0150917,0.001562968,0.0008345601,0.004128178,0.008458258,0.002405858,0.02982251,0.4237682,0.0004094519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.05968923,0.04123111,0.2154988,0.01522527,0.001679738,0.01760762,0.6203334,0.001088854,0.02764613],"genre_scores_gemma":[0.1819725,0.04308232,0.2750629,0.002367097,0.0008265483,0.05426006,0.4378619,0.0007529699,0.003813789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0354678,"threshold_uncertainty_score":0.1822001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1589548743254968,"score_gpt":0.5123076466235723,"score_spread":0.3533527722980755,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}