{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006904543,0.0001635879,0.0004971192,0.00005985945,0.00004002533,0.000006970598,0.0001537685,0.0002555122,0.0003551013],"category_scores_gemma":[0.002527238,0.0001400611,0.0002215282,0.000244471,0.0005390436,0.00004185565,0.00008720849,0.0002536608,0.0002914957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002733619,"about_ca_system_score_gemma":0.0001457684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001542892,"about_ca_topic_score_gemma":0.00004032001,"domain_scores_codex":[0.9979993,0.0001531437,0.0008215751,0.0003573624,0.0003894539,0.0002791456],"domain_scores_gemma":[0.9982271,0.0005598393,0.000237423,0.000566487,0.0001587832,0.0002503206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001710254,0.001651139,0.8627058,0.0002174281,0.0005190381,0.00005715468,0.0004653501,0.000013676,0.03483855,0.001215413,0.001701241,0.09490498],"study_design_scores_gemma":[0.004420368,0.006655027,0.8617899,0.0001691051,0.0002922238,0.00001436037,0.00002938674,0.001504277,0.1114931,0.004873127,0.008503508,0.0002556171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893936,0.0006944097,0.004830237,0.0005286039,0.000940425,0.0005230043,0.00001427922,0.00006933398,0.003006139],"genre_scores_gemma":[0.9951985,0.0001826059,0.002674596,0.0002767705,0.001182454,0.00000922498,0.00002159401,0.00003436069,0.0004198646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09464937,"threshold_uncertainty_score":0.5711524,"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."}}