{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004236472,0.0001567772,0.000192819,0.00001879458,0.0000980854,0.000005398909,0.0001076588,0.0000730965,0.0003505654],"category_scores_gemma":[0.00001270295,0.0001519272,0.00002636297,0.00006567888,0.0005754936,0.00006396651,0.0004074602,0.0001438815,0.00003227785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002239329,"about_ca_system_score_gemma":0.000005451276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001064094,"about_ca_topic_score_gemma":0.0001473286,"domain_scores_codex":[0.9988051,0.00009543535,0.0001977431,0.0005377055,0.00009370054,0.0002702954],"domain_scores_gemma":[0.9995654,0.00003969641,0.00009547552,0.0001392824,0.000001354078,0.0001588315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002520209,0.00007751296,0.9450487,0.00001942149,0.000005439092,0.000002851325,0.001033644,0.00002792313,0.04607581,0.000001567131,0.00002075529,0.007661135],"study_design_scores_gemma":[0.0006647186,0.0007191207,0.9897928,0.00001029116,0.00001625101,0.000008561508,0.0001638446,0.00003769914,0.008028873,0.000009584487,0.0004134358,0.0001348308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982426,0.0001956995,0.000004725924,0.0008219834,0.00004765221,0.0004038414,0.00009151951,0.0000174371,0.0001745034],"genre_scores_gemma":[0.9986296,0.0005196053,0.00005858907,0.0007156821,0.00001170102,0.00001021458,0.00001610794,0.00001689267,0.00002155488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04474405,"threshold_uncertainty_score":0.6195412,"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."}}