{"id":"W2296845877","doi":"10.1001/jama.2016.1975","title":"Genetic Evidence for Causal Relationships Between Maternal Obesity-Related Traits and Birth Weight","year":2016,"lang":"en","type":"article","venue":"JAMA","topic":"Birth, Development, and Health","field":"Medicine","cited_by":290,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"FP7 Ideas: European Research Council; Institute of Genetics; Norwegian Institute of Public Health; Klinisk Institut, Syddansk Universitet; European Regional Development Fund; Sahlgrenska Akademin; Medical Research Council; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; National Institute of Environmental Health Sciences; School of Medicine, Stanford University; Novo Nordisk Foundation Center for Basic Metabolic Research; Oulun Yliopisto; National Institute for Health and Care Research; Gentofte Hospital; Eunice Kennedy Shriver National Institute of Child Health and Human Development; ZonMw; University of Bristol; Diamantina Institute, University of Queensland; Faculty of Health and Medical Sciences, University of Western Australia; Universität Potsdam; University of South Australia; Vrije Universiteit Amsterdam; University of Oxford; Wellcome Trust; Université de Sherbrooke; Det Sundhedsvidenskabelige Fakultet, Københavns Universitet; Diabetes Research and Wellness Foundation; University of Pennsylvania; Novo Nordisk; Massachusetts General Hospital; Terveyden ja hyvinvoinnin laitos; Syddansk Universitet; National Institute of Diabetes and Digestive and Kidney Diseases; Biocenter, University of Oulu; South Australian Health and Medical Research Institute; Imperial College London; Canadian Diabetes Association; QIMR Berghofer Medical Research Institute; Perelman School of Medicine, University of Pennsylvania; Jinan University; Children's Hospital of Philadelphia","keywords":"Medicine; Obesity; Birth weight; Demography; Genetics; Pregnancy; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004017419,0.000112485,0.0002128447,0.00009047336,0.0001520573,0.00001783351,0.00005779228,0.0001705368,0.00009426854],"category_scores_gemma":[0.00028751,0.00007447478,0.00003266815,0.00008858168,0.00005557901,0.000124203,0.00002091459,0.0001631874,0.00007861824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006858363,"about_ca_system_score_gemma":0.0001789066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002468553,"about_ca_topic_score_gemma":0.00002875958,"domain_scores_codex":[0.998969,0.00005874982,0.0002987254,0.0002456212,0.0001672715,0.0002606694],"domain_scores_gemma":[0.999139,0.0003481665,0.00008668901,0.0001048803,0.00008826478,0.0002330553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008193374,0.00001531485,0.9662501,0.0001810292,0.00003846515,0.000009166013,0.0003494044,3.185251e-8,0.001108311,0.004909822,0.001138341,0.02591805],"study_design_scores_gemma":[0.0023514,0.0001613011,0.9842921,0.0006078333,0.0000589339,0.00004775787,0.00001250706,0.00001085569,0.0006888935,0.01018948,0.001474272,0.0001046001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892916,0.0006036598,0.001620598,0.007504256,0.00008800404,0.0004504095,0.00002421402,0.00006055501,0.0003566876],"genre_scores_gemma":[0.9888164,0.004905486,0.004646155,0.0002362203,0.0003653494,0.00002348126,0.000003547943,0.0000207228,0.0009825779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02581345,"threshold_uncertainty_score":0.3036993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06701249392202238,"score_gpt":0.3121962912266129,"score_spread":0.2451837973045905,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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