{"id":"W3134029647","doi":"10.7554/elife.60060","title":"Heterogeneous contributions of change in population distribution of body mass index to change in obesity and underweight","year":2021,"lang":"en","type":"review","venue":"eLife","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Simon Fraser University; Université de Montréal; McGill University; Statistics Canada; Public Health Agency of Canada; Canadian Fitness and Lifestyle Research Institute; Dalhousie University; SickKids Foundation; Kingston Health Sciences Centre; Hospital for Sick Children","funders":"Norwegian Institute of Public Health; Yonsei University College of Medicine; Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences; Sahlgrenska Akademin; Medical Research Council; University of Massachusetts Amherst; Robert Koch Institut; University of Health and Allied Sciences; Muhimbili University of Health and Allied Sciences; National Institutes of Biomedical Innovation, Health and Nutrition; Urmia University of Medical Sciences; Al-Farabi Kazakh National University; Lietuvos Sveikatos Mokslų Universitetas; World Heart Federation; Centre hospitalier régional universitaire de Lille; Novo Nordisk Fonden; Tartu Ülikool; Shahid Sadoughi University of Medical Sciences; Centre National de la Recherche Scientifique; Madras Diabetes Research Foundation; Fogarty International Center; Universidade Federal de Pelotas; Universität Zürich; Zahedan University of Medical Sciences; Syddansk Universitet; Universität Wien; Cape Peninsula University of Technology; Oulun Yliopisto; Wellcome Trust; Universität Innsbruck; Christian Medical College, Vellore; Göteborgs Universitet; Sahlgrenska Universitetssjukhuset; Dasman Diabetes Institute; Kuwait Institute for Scientific Research; Universidade Federal do Rio de Janeiro; Lundbeckfonden; Universitetet i Oslo; Università degli Studi di Palermo; Shahrekord University; Instituto Mexicano del Seguro Social; Medizinische Universität Innsbruck; Food and Nutrition Research Institute; Mashhad University of Medical Sciences; Tehran University of Medical Sciences and Health Services; Qatar University; Universitetet i Tromsø; Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; Universidade de Pernambuco; World Health Organization; Mazandaran University of Medical Sciences; FrieslandCampina; Mahidol University; Université Mohammed V de Rabat; Liverpool John Moores University; Uniwersytet Łódzki; Université de Lille; King Abdulaziz University; Hospital for Sick Children; Neyshabur University of Medical Sciences; Université de Strasbourg; Uniwersytet Jagielloński Collegium Medicum; University College London; Indian Council of Medical Research; Institut de Recherche pour le Développement; Ministero della Salute; Norges Idrettshøgskole; Rijksuniversiteit Groningen; Capital Medical University; Universidade do Porto; Seoul National University; Universität Bremen; Norges Teknisk-Naturvitenskapelige Universitet; Flinders University; Kansai Medical University; Ain Shams University; Université de Toulouse; University of Oxford; Jordan University of Science and Technology; European Commission; King Abdullah International Medical Research Center; Academy of Medical Sciences; Imperial College London; Gentofte Hospital; National Institute for Health and Care Research; Birzeit University; Yonsei University; Shahid Beheshti University of Medical Sciences; Universiteit Gent; Paracelsus Medizinische Privatuniversität; Høgskulen på Vestlandet; African Population and Health Research Center; Univerza v Ljubljani; Wellcome; University of Otago; Nanyang Technological University; Shandong University; Pan American Health Organization; National Health Insurance Service; Harokopio University; Shahrekord University of Medical Sciences; North-West University; University College Dublin; Sveučilište u Zagrebu; Urmia University; Universiteit van Amsterdam; Muséum National d'Histoire Naturelle; Università di Catania; Universidade de Lisboa; Emory University; Háskóli Íslands; Brown University; Dalhousie University; Universidade Federal de Santa Catarina; Università degli Studi di Torino; Hebrew University of Jerusalem","keywords":"Underweight; Obesity; Body mass index; Demography; Malnutrition; Distribution (mathematics); Population; Medicine; Environmental health; Geography; Overweight; Endocrinology; Internal medicine; Mathematics","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":[0.0002854839,0.0002765761,0.001997111,0.0002474617,0.00002213097,0.000007073111,0.00008451367,0.000333137,0.00001636706],"category_scores_gemma":[0.0002275717,0.000262105,0.0002093556,0.0007575211,0.00004186209,0.00008961291,0.0001501491,0.0003426994,0.000004284082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004720977,"about_ca_system_score_gemma":0.00007992643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151873,"about_ca_topic_score_gemma":0.0007930875,"domain_scores_codex":[0.9981005,0.000242944,0.000632809,0.0003840665,0.0003693071,0.0002703959],"domain_scores_gemma":[0.9989333,0.0001279545,0.0003073764,0.000325433,0.0001587821,0.0001472168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005818814,0.009536033,0.7987194,0.03038295,0.0002795703,0.0001648673,0.0002281883,0.000002083515,0.00003207039,0.002165549,0.0000563321,0.1583748],"study_design_scores_gemma":[0.0007734872,0.0002543966,0.9668947,0.01445607,0.0004025533,0.00001854566,0.000006514802,0.00009011103,0.0001531135,0.00008857391,0.01656231,0.000299614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2137185,0.7826505,0.00003709813,0.0001460986,0.0001213514,0.002293999,0.001001082,0.00001829312,0.00001317649],"genre_scores_gemma":[0.6102853,0.3880653,0.000008359121,0.00003183562,0.0001499331,0.0001278633,0.001312292,0.00001561676,0.00000352489],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3965668,"threshold_uncertainty_score":0.9999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0647442736950043,"score_gpt":0.3634451609333321,"score_spread":0.2987008872383278,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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