{"id":"W3120521985","doi":"10.2217/epi-2020-0279","title":"Epigenome-Wide Association Study of Maternal Hemoglobin A1c in Pregnancy and Cord Blood DNA Methylation","year":2021,"lang":"en","type":"article","venue":"Epigenomics","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; NIH Office of the Director; National Institute of Environmental Health Sciences; Canadian Institutes of Health Research; Diabète Québec; Fonds de Recherche du Québec - Santé; Robert Wood Johnson Foundation; National Institutes of Health; American Diabetes Association","keywords":"dNaM; Mendelian randomization; Biology; DNA methylation; Cord blood; Offspring; Epigenome; Pregnancy; Umbilical cord; Placenta; Physiology; Bioinformatics; Fetus; Andrology; Genetics; Gene; Genotype; Medicine; Genetic variants; Gene expression","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":[0.0003086333,0.00008200943,0.000218418,0.0001249653,0.00003012825,0.0000192145,0.00004372241,0.00004118475,0.00005301164],"category_scores_gemma":[0.0003921018,0.00008696046,0.00002776661,0.0001818369,0.00001072099,0.00006106257,0.00007257848,0.00009948732,0.000007690278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001680754,"about_ca_system_score_gemma":0.00008866555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000113157,"about_ca_topic_score_gemma":0.0002916229,"domain_scores_codex":[0.9989178,0.00009455084,0.000302683,0.0001997898,0.0002841896,0.0002009433],"domain_scores_gemma":[0.9993475,0.0001644303,0.0001179289,0.0001432801,0.0001549616,0.00007187695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006362725,0.0006318955,0.9861872,0.000147893,0.000149321,0.00007070321,0.0006178115,0.0000467771,0.005021985,0.0001480019,0.00002662999,0.006888134],"study_design_scores_gemma":[0.002179392,0.0004254649,0.9895707,0.00007929033,0.00007000853,4.354365e-7,0.0005535082,0.00004800327,0.006200555,0.0005128767,0.0002943468,0.00006538146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971028,0.00086378,0.00006658991,0.0003548907,0.00005206569,0.0005667008,0.00001310247,0.000008902464,0.0009711643],"genre_scores_gemma":[0.9967292,0.0006602096,0.0007379127,0.0000690767,0.00002154473,0.00002790241,0.00004956838,0.00001174378,0.001692863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006822752,"threshold_uncertainty_score":0.3546145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183960768748485,"score_gpt":0.2812319185773171,"score_spread":0.2628358417024685,"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."}}