{"id":"W2785383957","doi":"10.1093/ije/dyy016","title":"Contributions of mean and shape of blood pressure distribution to worldwide trends and variations in raised blood pressure: a pooled analysis of 1018 population-based measurement studies with 88.6 million participants","year":2018,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Korea Centers for Disease Control and Prevention; Medical Research Council; School of Medicine; National Institute of General Medical Sciences; Centers for Disease Control and Prevention; Lietuvos Sveikatos Mokslų Universitetas; World Heart Federation; Centre hospitalier régional universitaire de Lille; Uniwersytet Śląski w Katowicach; Novo Nordisk Fonden; Universidade Estadual Paulista; Universiteit Utrecht; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; Madras Diabetes Research Foundation; Economic and Social Research Council; Universidade Federal de Juiz de Fora; Imperial College London; Universidade Federal de Santa Catarina; Seoul National University; Universidade do Porto; Syddansk Universitet; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición; Śląski Uniwersytet Medyczny w Katowicach; Göteborgs Universitet; Universität Bielefeld; Universidade de São Paulo; Universitetet i Oslo; University of Oxford; Université de Toulouse; University College London; Lundbeckfonden; Université de Lausanne; Harvard T.H. Chan School of Public Health; Karolinska Institutet; Erasmus Medisch Centrum; Hebrew University of Jerusalem; Università degli Studi di Torino; Cork Institute of Technology; College of Medicine, Seoul National University; Universiteit van Amsterdam; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Universidade Federal de Pelotas; Universiteit Gent; Univerzita Karlova v Praze; Public Health Agency; India Diabetes Research Foundation; Wellcome Trust; World Health Organization; Cancer Research UK; Universidad de La Laguna; University of Southampton; British Heart Foundation; Rijksuniversiteit Groningen; University of Bern; Academia Sinica; National Institute for Health and Care Research; Vanderbilt University; Ministry of Health and Welfare; Deutsches Krebsforschungszentrum; KU Leuven; Aarhus Universitet; Duke-NUS Medical School; Wellcome","keywords":"Blood pressure; Demography; Medicine; Population; Gerontology; Distribution (mathematics); Environmental health; Statistics; Geography; Internal medicine; Mathematics; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002260733,0.0001457295,0.001370829,0.0007967903,0.00004293754,0.000003135355,0.0001010253,0.00008529069,0.000038772],"category_scores_gemma":[0.005061264,0.0001048336,0.0001383767,0.0005556695,0.0002370214,0.00006854683,0.0000531499,0.0001276079,8.040373e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001201471,"about_ca_system_score_gemma":0.00008309628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002372184,"about_ca_topic_score_gemma":0.0006141713,"domain_scores_codex":[0.99746,0.0003835881,0.001335064,0.0002101462,0.0004285204,0.0001826453],"domain_scores_gemma":[0.9938146,0.00127551,0.001098453,0.0001469602,0.003554686,0.0001097145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002749528,0.001045012,0.9027264,0.0001050002,0.07601149,0.000016237,0.001002843,0.002007434,0.01075305,0.001542085,0.0004638438,0.001577092],"study_design_scores_gemma":[0.004226831,0.001168667,0.9331594,0.0005722721,0.0532514,0.00002725851,0.000104999,0.003253648,0.003580838,0.0002286638,0.0003334631,0.00009253411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958226,0.02957793,0.002134635,0.009164849,0.0001453174,0.0002426268,0.0004794603,0.000006473804,0.00002268395],"genre_scores_gemma":[0.9980397,0.000295925,0.00117295,0.0003320112,0.00008353152,0.00001027082,0.00004732524,0.000006016224,0.00001223315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03981372,"threshold_uncertainty_score":0.6059172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07991951139981224,"score_gpt":0.3749827375323835,"score_spread":0.2950632261325713,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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