{"id":"W3175903268","doi":"10.1186/s13148-021-01114-5","title":"Detecting cord blood cell type-specific epigenetic associations with gestational diabetes mellitus and early childhood growth","year":2021,"lang":"en","type":"article","venue":"Clinical Epigenetics","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill Genome Centre; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; McGill University Health Centre; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke; Jewish General Hospital","funders":"National Institute of Environmental Health Sciences; Canadian Institutes of Health Research; Fonds de Recherche du Québec - Santé; Compute Canada; National Institutes of Health; American Diabetes Association","keywords":"dNaM; Cord blood; CpG site; Epigenetics; DNA methylation; Biology; Gestational diabetes; Immunology; Medicine; Bioinformatics; Internal medicine; Pregnancy; Genetics; Gene; Gestation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003795696,0.0002547265,0.000234055,0.0006692915,0.0001488954,0.000319675,0.0002327372,0.0002152568,0.001834923],"category_scores_gemma":[0.001071569,0.0001073332,0.0002963055,0.0007747507,0.0001434017,0.00006872767,0.0003619075,0.0002686746,0.0001680801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002687623,"about_ca_system_score_gemma":0.0002415764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003225344,"about_ca_topic_score_gemma":0.005539392,"domain_scores_codex":[0.9997695,0.00003906217,0.00001869906,0.00009627753,0.00004150935,0.00003502365],"domain_scores_gemma":[0.9995672,0.0001356651,0.0001443159,0.00005604806,0.00005194669,0.00004481703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005332268,0.0000265783,0.906271,0.00009375472,0.0002641629,0.0001207598,0.0001014037,0.0004060485,0.06649548,0.0001176243,0.0001951993,0.0253747],"study_design_scores_gemma":[0.00001093124,0.000118564,0.974649,0.00001503056,0.0001710061,0.0003519133,0.00004968533,0.001288029,0.02227259,0.0001552956,0.0009121461,0.000005664951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993036,0.0006867595,0.004055587,0.00003896082,0.000007544182,0.00001845587,0.001492743,0.00005216289,0.000611731],"genre_scores_gemma":[0.9927146,0.0002582962,0.005078468,0.00004496463,0.000005324419,0.00002848064,0.001411358,0.00001252345,0.0004460491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003225344,"threshold_uncertainty_score":0.006413162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192257095784291,"score_gpt":0.2788756389156575,"score_spread":0.2569530679578146,"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."}}