{"id":"W2801299971","doi":"10.1186/s12916-018-1189-1","title":"Gestational weight gain charts for different body mass index groups for women in Europe, North America, and Oceania","year":2018,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"National Institute of Environmental Health Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; Leibniz-Gemeinschaft; National Institutes of Health; H. Lundbeck A/S; Rijksuniversiteit Groningen; Mutuelle Générale de l'Education Nationale; Fogarty International Center; Canadian Institutes of Health Research; Universidade do Porto; Agence Nationale de Sécurité Sanitaire de l’Alimentation, de l’Environnement et du Travail; Fondation pour la Recherche Médicale; Bundesministerium für Bildung, Wissenschaft, Forschung und Technologie; Augustinus Fonden; Universitair Medisch Centrum Groningen; Erasmus Universiteit Rotterdam; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Fundação para a Ciência e a Tecnologia; ZonMw; Lundbeckfonden; Institut National de la Santé et de la Recherche Médicale; European Commission; Université Paris-Sud; Sundhed og Sygdom, Det Frie Forskningsråd; National Institute of Neurological Disorders and Stroke; British Heart Foundation; Centers for Disease Control and Prevention; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; CHIST-ERA; Egmont Fonden; Agence Nationale de la Recherche; Wellcome Trust; U.S. Environmental Protection Agency; Medical Research Council; Diabète Québec; March of Dimes Foundation; National Institute for Health and Care Research; U.S. Department of Veterans Affairs","keywords":"Medicine; Body mass index; Weight gain; Obstetrics; Index (typography); Gestation; Demography; Body weight; Pregnancy; Gerontology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003103889,0.0001547235,0.0003223067,0.000253673,0.0000649578,0.000009745346,0.00007778504,0.00002944207,0.0002051986],"category_scores_gemma":[0.00104699,0.0001120365,0.00002295639,0.0002554023,0.0002139078,0.00005209165,0.00003746128,0.0000841346,0.00001058481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009718873,"about_ca_system_score_gemma":0.00009210299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001128724,"about_ca_topic_score_gemma":0.00009125911,"domain_scores_codex":[0.9984576,0.00004062575,0.0002905275,0.0003235293,0.0003912047,0.0004965023],"domain_scores_gemma":[0.9986833,0.0004178558,0.00007266559,0.0001599942,0.0003451348,0.0003210022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00392539,0.0006117801,0.8752907,0.003117062,0.0002489068,0.00003551069,0.002445664,0.00001554556,0.003939312,0.006002767,0.08500074,0.01936662],"study_design_scores_gemma":[0.006820133,0.002656666,0.9201248,0.0001305488,0.00002982173,0.000002100119,0.0003691397,0.01273479,0.00003398018,0.001786334,0.05518853,0.0001231117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599316,0.0001709868,0.03163279,0.003894513,0.0001742115,0.002383587,0.00009776369,0.00003496005,0.001679643],"genre_scores_gemma":[0.9882008,0.0001612615,0.001811259,0.001465442,0.0007558356,0.0006180693,0.0006805204,0.00003141114,0.006275438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04483413,"threshold_uncertainty_score":0.4568718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174917222894006,"score_gpt":0.2907192061041005,"score_spread":0.2689700338751604,"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."}}