{"id":"W2612235027","doi":"10.1186/s13148-017-0349-z","title":"Associations between maternal risk factors of adverse pregnancy and birth outcomes and the offspring epigenetic clock of gestational age at birth","year":2017,"lang":"en","type":"article","venue":"Clinical Epigenetics","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Tays; Kuopion Yliopistollinen Sairaala; Academy of Finland; Helsingin ja Uudenmaan Sairaanhoitopiiri; Helsingin Yliopisto","keywords":"dNaM; Offspring; Pregnancy; Obstetrics; Gestational diabetes; Fetus; Medicine; Gestational age; Gestation; Biology; DNA methylation; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007497081,0.0001844136,0.0004847873,0.00003605459,0.0003111995,0.00002112901,0.0002893004,0.000229253,0.000007411978],"category_scores_gemma":[0.001656188,0.0001369149,0.0001885616,0.00002957549,0.0008829843,0.000005529643,0.0004107135,0.0001394256,9.959457e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008124271,"about_ca_system_score_gemma":0.0000516399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000207059,"about_ca_topic_score_gemma":0.0001820702,"domain_scores_codex":[0.9981166,0.0002197094,0.0008953647,0.0003446008,0.0002281568,0.0001955823],"domain_scores_gemma":[0.9974425,0.000517532,0.001161766,0.0006132337,0.0001454598,0.000119437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003613024,0.00003804918,0.9946515,0.00002608567,0.0001699742,5.291869e-7,0.00008381857,0.000117542,0.001633274,0.0001594062,0.000002341611,0.00308138],"study_design_scores_gemma":[0.001545851,0.0002048684,0.9703891,0.00003200211,0.0001268763,1.515924e-7,0.00001586484,0.00008736013,0.02572658,0.001511533,0.0002205101,0.0001392769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960245,0.002058441,0.0008512075,0.0000669463,0.0001528671,0.000265028,0.0004562181,0.000004258564,0.0001204973],"genre_scores_gemma":[0.9885004,0.009691982,0.001343358,0.00001043467,0.00008656469,0.000005204044,0.0000526016,0.0000230151,0.0002864845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02426234,"threshold_uncertainty_score":0.5583228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04429032305621929,"score_gpt":0.3430684272478347,"score_spread":0.2987781041916154,"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."}}