{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02346403,0.001522247,0.005148679,0.006300802,0.0003963182,0.002422115,0.0009162945,0.001041101,0.0007212338],"category_scores_gemma":[0.01884996,0.001141485,0.01780634,0.009368813,0.0004582574,0.0009191958,0.001622881,0.0004781477,0.0001697764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007259519,"about_ca_system_score_gemma":0.001207907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005732891,"about_ca_topic_score_gemma":0.006446798,"domain_scores_codex":[0.9849331,0.006484814,0.004703683,0.002267957,0.001296346,0.000314148],"domain_scores_gemma":[0.9852343,0.00502645,0.004389605,0.002826978,0.002254091,0.0002685861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002047255,0.00002651531,0.6851383,0.004901115,0.2919684,0.0001658475,0.0002515664,0.0009701409,0.000601474,0.00008061437,0.0005639596,0.01328485],"study_design_scores_gemma":[0.000296392,0.000336248,0.7340624,0.001221833,0.2595606,0.0004356967,0.0003700095,0.001004323,0.0004054509,0.0002256059,0.002020818,0.00006061182],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7230797,0.254204,0.008423699,0.000304911,0.0002401599,0.0004324006,0.01185139,0.0001587681,0.001305077],"genre_scores_gemma":[0.972414,0.01851245,0.00266465,0.0002215855,0.0001011642,0.0003842697,0.005521854,0.00003918519,0.0001407441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9948514,"threshold_uncertainty_score":0.1240911,"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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