{"id":"W2782684324","doi":"10.1186/s13148-018-0439-6","title":"DNA methylation as a predictor of fetal alcohol spectrum disorder","year":2018,"lang":"en","type":"article","venue":"Clinical Epigenetics","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership; Canada's Michael Smith Genome Sciences Centre; University of Manitoba; Queen's University; University of British Columbia; BC Children's Hospital","funders":"National Institute on Alcohol Abuse and Alcoholism; Networks of Centres of Excellence of Canada; National Institutes of Health; Kids Brain Health Network; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Australian Government; Canadian Institute for Advanced Research; Canadian Foundation on Fetal Alcohol Research; Fondation Brain Canada","keywords":"DNA methylation; Epigenetics; Autism spectrum disorder; Cohort; Fetal Alcohol Spectrum Disorder; Methylation; Prenatal alcohol exposure; Fetal alcohol syndrome; Medicine; Autism; Epigenome; Bioinformatics; Biology; Clinical psychology; Oncology; Genetics; Internal medicine; Pregnancy; Psychiatry; DNA; Gene","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":[0.0008007761,0.000359484,0.0002901293,0.0007561089,0.0002211491,0.0003258198,0.0002777933,0.0003457245,0.001757569],"category_scores_gemma":[0.003052572,0.0001326344,0.0004395722,0.0004792885,0.0001671157,0.0001524664,0.0003921171,0.0006599189,0.0003949446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000376996,"about_ca_system_score_gemma":0.0003729947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007053245,"about_ca_topic_score_gemma":0.007486705,"domain_scores_codex":[0.9996803,0.00007586975,0.00002174188,0.0001487273,0.00004180319,0.00003156851],"domain_scores_gemma":[0.9989483,0.000559114,0.0001833638,0.00007040445,0.0001544058,0.00008433698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005374774,0.00004825593,0.9674839,0.00006285122,0.0003008326,0.00006343908,0.0000462398,0.006828985,0.004460191,0.00007166788,0.001682909,0.01841318],"study_design_scores_gemma":[0.00008471406,0.0004337705,0.8643617,0.00006320572,0.0005141837,0.0006235891,0.0001025949,0.1179838,0.0102863,0.0009830125,0.004528095,0.00003487836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815094,0.0008607621,0.005686868,0.0003381477,0.00002941017,0.00003543587,0.01077616,0.0002232656,0.0005404272],"genre_scores_gemma":[0.9883122,0.0001820891,0.003902408,0.00006137036,0.00001953659,0.00003017026,0.007186736,0.00001833928,0.0002871124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007053245,"threshold_uncertainty_score":0.01402438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03746357615836947,"score_gpt":0.3686286606701542,"score_spread":0.3311650845117847,"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."}}