{"id":"W3024533587","doi":"10.1136/bmjdrc-2019-000826","title":"Association of dairy consumption with metabolic syndrome, hypertension and diabetes in 147 812 individuals from 21 countries","year":2020,"lang":"en","type":"article","venue":"BMJ Open Diabetes Research & Care","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Simon Fraser University; Impact; Hamilton Health Sciences; Queen's University; McMaster University; Population Health Research Institute","funders":"Faculty of Community and Health Sciences, University of the Western Cape; Philippine Council for Health Research and Development; Canadian Institutes of Health Research; United Nations Relief and Works Agency for Palestine Refugees; Independent University, Bangladesh; Servier; Uniwersytet Medyczny im. Piastów Slaskich we Wroclawiu; Universidad de La Frontera; Dairy Farmers of Canada; Universiti Kebangsaan Malaysia; AstraZeneca; Ministério da Ciência, Tecnologia e Inovação; AFA Försäkring; Population Health Research Institute; Saudi Heart Association; Universiti Teknologi MARA; National Research Foundation; North-West University; Public Health Agency of Canada; McMaster University; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Sanofi; Medical Research Council; King Saud University; Indian Council of Medical Research; Hamilton Health Sciences; International Development Research Centre; Vetenskapsrådet; Heart and Stroke Foundation of Canada; Ontario Ministry of Health and Long-Term Care; Public Health Agency; GlaxoSmithKline","keywords":"Medicine; Prospective cohort study; Diabetes mellitus; Epidemiology; Metabolic syndrome; Cohort study; Cross-sectional study; Internal medicine; Environmental health; Endocrinology","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":[0.0008963498,0.0003196522,0.0005126701,0.000803696,0.000383044,0.0006461032,0.0003676933,0.0004143732,0.0007815694],"category_scores_gemma":[0.001771366,0.0006111259,0.0004698788,0.001454037,0.0003081659,0.000354113,0.0005876643,0.0004346198,0.0001839957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001728107,"about_ca_system_score_gemma":0.0001815003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008793768,"about_ca_topic_score_gemma":0.008009277,"domain_scores_codex":[0.9991892,0.0003324635,0.0001029033,0.0001824725,0.0001052811,0.00008769105],"domain_scores_gemma":[0.998713,0.0002928558,0.0006255734,0.0001311262,0.0001312218,0.0001063286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004337685,0.00001272298,0.9993765,0.000006247412,0.00007407508,0.00002519614,0.00003995159,0.00001828282,0.00007631751,0.000002903511,0.00002487741,0.0002997061],"study_design_scores_gemma":[0.00001051254,0.00007377371,0.9994367,0.000004887758,0.00004505548,0.0001048435,0.0001311075,0.0000752251,0.00002609504,0.000005178394,0.00008441837,0.000002256552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992933,0.0001895703,0.0000504248,0.00001396053,0.000002584443,0.000004779666,0.0003368047,0.000001565439,0.0001068987],"genre_scores_gemma":[0.9989957,0.0001542391,0.0001186781,0.00002817839,0.000006899021,0.00001353952,0.0005855749,0.000001846697,0.000095319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008793768,"threshold_uncertainty_score":0.0174852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0818668414881467,"score_gpt":0.3700564099081504,"score_spread":0.2881895684200037,"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."}}