{"id":"W3202755349","doi":"10.2217/epi-2021-0220","title":"Associations between an Integrated Component of Maternal Glycemic Regulation 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":6,"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 Environmental Health Sciences; Canadian Institutes of Health Research; National Heart, Lung, and Blood Institute; Diabète Québec","keywords":"dNaM; DNA methylation; TXNIP; Biology; Placenta; Pregnancy; Gestational diabetes; Cord blood; Glycemic; Epigenome; Diabetes mellitus; Endocrinology; Fetus; Bioinformatics; Internal medicine; Physiology; Medicine; Gestation; Genetics; Gene; Oxidative stress","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":[0.0001543281,0.00006192687,0.0001767553,0.0001197702,0.00002727355,0.00001458185,0.00003208546,0.00004259411,0.00003450444],"category_scores_gemma":[0.00009688521,0.00006478701,0.00002224841,0.0001575167,0.00002223985,0.00007834635,0.00003119002,0.00008287113,0.00000264486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009330931,"about_ca_system_score_gemma":0.00008821528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001519538,"about_ca_topic_score_gemma":0.0001474207,"domain_scores_codex":[0.9992229,0.00007261661,0.0002691307,0.0001434157,0.0001671215,0.0001247666],"domain_scores_gemma":[0.9995073,0.00006346318,0.00009383326,0.0001114408,0.0001562291,0.0000677486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000221767,0.0004019917,0.8098117,0.0001951789,0.0002532389,0.00002536712,0.0006105763,0.0003565688,0.1066543,0.002513138,0.00002326566,0.07893293],"study_design_scores_gemma":[0.001108098,0.0001925317,0.9757591,0.0001192683,0.00005696982,9.687228e-7,0.00006294167,0.0007364326,0.02059023,0.001224678,0.0000986859,0.0000501059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976159,0.0002539862,0.001297516,0.0002119517,0.00002414854,0.0002506063,0.00009815054,0.0000102377,0.0002374409],"genre_scores_gemma":[0.9947461,0.0002086104,0.003294737,0.00001648116,0.00002216449,0.000007207336,0.001484676,0.000008714933,0.0002113352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1659474,"threshold_uncertainty_score":0.2641937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03198624848431458,"score_gpt":0.3022197985269495,"score_spread":0.2702335500426349,"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."}}