{"id":"W4383315097","doi":"10.1093/eurheartj/ehad269","title":"Diet, cardiovascular disease, and mortality in 80 countries","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Ottawa; Institut universitaire de cardiologie et de pneumologie de Québec; Hamilton Health Sciences; Impact; Queen's University; McMaster University; Université Laval; Population Health Research Institute","funders":"National Dairy Council; Independent Innovation Foundation of Shandong University; Canadian Institutes of Health Research; United Nations Relief and Works Agency for Palestine Refugees; Vermont Dairy Promotion Council; Medical Research Council; Servier; Ministeriums für Wissenschaft, Weiterbildung und Kultur, Rheinland-Pfalz; Uniwersytet Medyczny im. Piastów Slaskich we Wroclawiu; Universidad de La Frontera; Public Health Agency; North-West University; Ministerstwo Edukacji i Nauki; Vetenskapsrådet; Sanofi; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Philippine Council for Health Research and Development; Heart and Stroke Foundation of Canada; Northwest University; Kementerian Sains, Teknologi dan Inovasi; Boehringer Ingelheim; AFA Försäkring; Medical Research Council Canada; Hjärt-Lungfonden; King Saud University; Indian Council of Medical Research; Faculty of Health Sciences, Queen's University; Population Health Research Institute; Hamilton Health Sciences; International Development Research Centre; Konung Gustaf V:s och Drottning Victorias Frimurarestiftelse; Universiti Kebangsaan Malaysia; Heart and Stroke Foundation of British Columbia and Yukon; National Research Foundation; Vlaamse Vereniging voor Gastro-enterologie; United Kingdom Space Agency; Ministère de l’Enseignement Supérieur, de la Recherche Scientifique et des Technologies de l'Information et de la Communication; Medical and Life Sciences Research Fund; Dairy Farmers of Canada; Independent University, Bangladesh; Sheikh Hamdan Bin Rashid Al Maktoum Award for Medical Sciences; Public Health Agency of Canada; GlaxoSmithKline; Faculty of Community and Health Sciences, University of the Western Cape; Deutsches Zentrum für Herz-Kreislaufforschung; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); National Down Syndrome Society; Ontario Ministry of Health and Long-Term Care; Universiti Teknologi MARA; Saudi Heart Association; African Population and Health Research Center; Health Effects Institute; Ministério da Ciência, Tecnologia e Inovação; AstraZeneca","keywords":"Medicine; Disease; Internal medicine; Intensive care medicine; Cardiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007885343,0.00007325036,0.0001939989,0.0000653259,0.00014976,0.00003312607,0.00002692494,0.000008970781,0.00003843912],"category_scores_gemma":[0.00008604887,0.00005942419,0.0001397728,0.0001342035,0.00006096431,0.00004891115,0.00005600857,0.0001712915,0.0001098979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002232616,"about_ca_system_score_gemma":0.00002406379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009857593,"about_ca_topic_score_gemma":0.000002189504,"domain_scores_codex":[0.9991368,0.0001055018,0.0001509487,0.0001240345,0.0003002129,0.0001825028],"domain_scores_gemma":[0.9995907,0.00002982115,0.00001675906,0.0001168609,0.00004590532,0.000199951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001498725,0.00003544081,0.9551703,0.00006557078,0.0002287932,0.0025804,0.00005759857,0.00002493125,0.00001446004,0.00008062268,0.04137661,0.000215338],"study_design_scores_gemma":[0.0006304794,0.00006756083,0.756542,0.0000917818,0.00005944575,0.0001290705,0.00006014783,0.00001353327,0.000001273278,0.0001226822,0.2422347,0.00004731971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834296,0.01034944,0.000005529807,0.002716301,0.0001542807,0.00009319295,0.00001313762,0.00003443801,0.003204156],"genre_scores_gemma":[0.9913778,0.0069899,0.00004820423,0.0005787845,0.0007469521,0.000001656098,0.000007307998,0.00001689374,0.0002324805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2008581,"threshold_uncertainty_score":0.2423248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05328404057226176,"score_gpt":0.3038506311709214,"score_spread":0.2505665905986597,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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