{"id":"W2963555454","doi":"10.1093/ije/dyz099","title":"National trends in total cholesterol obscure heterogeneous changes in HDL and non-HDL cholesterol and total-to-HDL cholesterol ratio: a pooled analysis of 458 population-based studies in Asian and Western countries","year":2019,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; McGill University; Public Health Agency of Canada; Dalhousie University","funders":"Institute of Molecular and Cell Biology; Leibniz-Gemeinschaft; Economic and Social Research Council; Health Canada; Uniwersytet Opolski; Lietuvos Sveikatos Mokslų Universitetas; Uniwersytet Śląski w Katowicach; Hjartavernd; Universität Innsbruck; University of Chinese Academy of Sciences; Versus Arthritis; Tays; Terveyden ja hyvinvoinnin laitos; Medizinische Universität Innsbruck; Peking University; Medical Research Council; Università degli Studi di Brescia; Uppsala Universitet; Universidad de Zaragoza; Universität Zürich; Université de Bordeaux; Oulun Yliopisto; Università degli Studi dell'Insubria; Queen's University; Universitetet i Bergen; Xinjiang Medical University; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición; Śląski Uniwersytet Medyczny w Katowicach; Göteborgs Universitet; Chinese Center for Disease Control and Prevention; Tampereen Yliopisto; Turun Yliopisto; University of New South Wales; KU Leuven; Ministerstvo Zdravotnictví Ceské Republiky; National Health Insurance Service; University of Oxford; Université de Toulouse; Korea Centers for Disease Control and Prevention; Simon Fraser University; Università degli Studi di Padova; Baker Heart and Diabetes Institute; Fudan University; Norges Idrettshøgskole; Capital Medical University; University College London; Universitat de València; Centre Hospitalier Universitaire Vaudois; Seoul National University; Norrbottens Läns Landsting; Institut National de la Santé et de la Recherche Médicale; Hôpitaux Universitaires de Genève; British Heart Foundation; Kindai University; Háskóli Íslands; Universität Heidelberg; Universiteit Gent; Sahlgrenska Akademin; Université de Strasbourg; McGill University; Public Health Agency; Centers for Disease Control and Prevention; Kanazawa University; Università degli Studi di Palermo; Wellcome Trust; Public Health Agency of Canada; Wellcome; Tulane University; Norges Teknisk-Naturvitenskapelige Universitet; University of Adelaide; Imperial College London; Universitetet i Tromsø; Harvard T.H. Chan School of Public Health; University of Otago; Chinese Academy of Sciences; West Virginia University; Itä-Suomen Yliopisto; Eli Lilly and Company; Jikei University School of Medicine; Uniwersytet Jagielloński Collegium Medicum; Helsingin Yliopisto","keywords":"Cholesterol; Total cholesterol; Medicine; Internal medicine; Population; Demography; Endocrinology; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002703522,0.0002914209,0.001832096,0.002730137,0.00002174906,0.00003002839,0.0001521698,0.0002148209,0.00002154847],"category_scores_gemma":[0.0009026086,0.0002539463,0.0002422081,0.0003978843,0.0001788589,0.0002373225,0.00009544084,0.0003722002,0.000001323635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002137754,"about_ca_system_score_gemma":0.00007651414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055543,"about_ca_topic_score_gemma":0.01653139,"domain_scores_codex":[0.9967404,0.0005206141,0.00147239,0.0004550378,0.0005035917,0.000307941],"domain_scores_gemma":[0.9978384,0.0006855935,0.00069063,0.0001939607,0.0004300146,0.0001613917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005300916,0.0001452197,0.9438653,0.00008133639,0.002141758,0.00005002761,0.000834481,0.008602781,0.00009944494,0.00001368568,0.00001125819,0.0436246],"study_design_scores_gemma":[0.005360996,0.0006217266,0.9885529,0.0005629051,0.0003796747,0.0002614026,0.0001765282,0.003687998,0.00006782856,0.00008181756,0.00006780505,0.0001784476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933843,0.001796397,0.0001094919,0.003931382,0.0003454833,0.0003511899,0.00005960939,0.000005660735,0.0000164672],"genre_scores_gemma":[0.9974201,0.0003770298,0.0002724648,0.001551671,0.0002076989,0.00002809075,0.00006886959,0.00002112482,0.00005296708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04468756,"threshold_uncertainty_score":0.9999913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03174012559744196,"score_gpt":0.3551356913319667,"score_spread":0.3233955657345248,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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