{"id":"W2755073028","doi":"10.1093/ije/dyx190","title":"Cohort Profile: Pregnancy And Childhood Epigenetics (PACE) Consortium","year":2017,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Birth, Development, and Health","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Chicoutimi; Université de Sherbrooke","funders":"National Institute of Environmental Health Sciences; National Institute of Neurological Disorders and Stroke; National Institute of Allergy and Infectious Diseases; National Institute of Nursing Research; National Institute of Mental Health; National Heart, Lung, and Blood Institute; Uppsala Multidisciplinary Center for Advanced Computational Science; University of California, San Francisco; National Institutes of Health; Novo Nordisk Fonden; National Health and Medical Research Council; Emil Aaltosen Säätiö; National Center for Advancing Translational Sciences; Medical Research Council; Signe ja Ane Gyllenbergin Säätiö; Novo Nordisk; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Bill and Melinda Gates Foundation; Karolinska Institutet; Curtin University of Technology; Vlaamse Instelling voor Technologisch Onderzoek; Jane ja Aatos Erkon Säätiö; Fonds Wetenschappelijk Onderzoek; Biotechnology and Biological Sciences Research Council; World Health Organization; Wellcome Trust; Universitat Rovira i Virgili; Suomen Lääketieteen Säätiö; Academy of Finland; Edith Cowan University; National Institute of General Medical Sciences; Raine Medical Research Foundation; National Cancer Institute; University of Bristol; Centers for Disease Control and Prevention; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; European Commission; Helsingin Yliopisto; European Chemical Industry Council; National Institute of Diabetes and Digestive and Kidney Diseases; Wellcome; Vlaamse regering; U.S. Environmental Protection Agency","keywords":"George (robot); Art; Humanities; Art history","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001409907,0.0001148748,0.0005429543,0.0001259886,0.0001122928,0.00001560573,0.0002854059,0.0001343049,0.0001423061],"category_scores_gemma":[0.004727688,0.00008799494,0.00009317338,0.00001312729,0.0002530343,0.00009513603,0.00008681181,0.000358177,0.00001443159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006925822,"about_ca_system_score_gemma":0.0003672611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003085429,"about_ca_topic_score_gemma":0.00001220328,"domain_scores_codex":[0.9984552,0.0001275081,0.0008225595,0.0001689278,0.0001986419,0.0002271691],"domain_scores_gemma":[0.9976181,0.0003281427,0.001095288,0.0002125945,0.0005159148,0.0002299927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009528318,0.00008848442,0.9505441,0.00002116256,0.0003506142,0.0001240357,0.0001058276,8.794012e-7,0.0001015986,0.02669348,0.002723435,0.01915115],"study_design_scores_gemma":[0.001349695,0.0002536606,0.9694627,0.0004493962,0.00005451887,0.001603947,0.00002016165,0.00003427408,0.0001506703,0.02295178,0.003596204,0.00007297201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.928839,0.006608211,0.001833767,0.04270395,0.003268418,0.0003787356,0.00002271337,0.00001495655,0.01633026],"genre_scores_gemma":[0.8921683,0.09205396,0.01206802,0.002844614,0.0006843499,0.000003859501,0.000008779955,0.00001198354,0.0001561055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08544575,"threshold_uncertainty_score":0.5659826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05630608772399562,"score_gpt":0.3866292223478071,"score_spread":0.3303231346238115,"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."}}