{"id":"W3109278622","doi":"10.1016/j.ynstr.2020.100275","title":"A polyepigenetic glucocorticoid exposure score at birth and childhood mental and behavioral disorders","year":2020,"lang":"en","type":"article","venue":"Neurobiology of Stress","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Simon Fraser University","funders":"Horizon 2020; Orionin Tutkimussäätiö; Emil Aaltosen Säätiö; Sigrid Juséliuksen Säätiö; Signe ja Ane Gyllenbergin Säätiö; Päivikki ja Sakari Sohlbergin Säätiö; Novo Nordisk; Jane ja Aatos Erkon Säätiö; Novo Nordisk Fonden; Academy of Finland; European Commission; Sir Jules Thorn Charitable Trust; Suomen Lääketieteen Säätiö; Helsingin Yliopisto","keywords":"Medicine; Anxiety; Pregnancy; Mental health; Biomarker; In utero; Psychiatry; Pediatrics; Fetus; Obstetrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003213287,0.0002945541,0.0001930999,0.0004695222,0.0001658382,0.0002904692,0.0003085295,0.0002764669,0.002157292],"category_scores_gemma":[0.00135713,0.0001109859,0.0003842342,0.0005246921,0.0001533748,0.0001282253,0.0003217481,0.0004122806,0.0001458049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002674084,"about_ca_system_score_gemma":0.000285356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007710215,"about_ca_topic_score_gemma":0.007972506,"domain_scores_codex":[0.9997156,0.00006673566,0.00002565685,0.0000942124,0.0000557819,0.00004202006],"domain_scores_gemma":[0.9985039,0.0002641111,0.000777141,0.0001066666,0.00008651563,0.0002615762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000152429,0.000009490749,0.9983965,0.000007892902,0.00007213048,0.0000405244,0.00001262772,0.00003013977,0.0004532051,0.000008907311,0.00003435092,0.0007817278],"study_design_scores_gemma":[0.000002407808,0.00004135421,0.9996241,0.000002793802,0.00002311947,0.0001125287,0.00001410905,0.0000615258,0.00006345162,0.000006570399,0.00004723074,8.06251e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985921,0.0002074896,0.0001187104,0.00003455814,0.000005547746,0.000004513774,0.0008134025,0.000005081332,0.0002186085],"genre_scores_gemma":[0.9990827,0.00009115021,0.0001353887,0.00001082407,0.000005024773,0.000006298535,0.0005108243,0.0000019437,0.0001558594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007710215,"threshold_uncertainty_score":0.01533067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237885587413724,"score_gpt":0.226873231313087,"score_spread":0.2144943754389498,"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."}}