{"id":"W2754029332","doi":"10.1016/j.yhbeh.2017.09.006","title":"Perinatal depression and DNA methylation of oxytocin-related genes: a study of mothers and their children","year":2017,"lang":"en","type":"article","venue":"Hormones and Behavior","topic":"Neuroendocrine regulation and behavior","field":"Psychology","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"Douglas Mental Health University Institute; McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Oxytocin; DNA methylation; Depression (economics); Gene; Oxytocin receptor; Epigenetics; Psychology; Methylation; Genetics; Medicine; Biology; Endocrinology; Gene expression","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":[0.0001666232,0.0002315137,0.0004292885,0.0004148631,0.0005811612,0.0003856933,0.0002626044,0.0002949647,0.001122047],"category_scores_gemma":[0.0006980008,0.0002875353,0.0002519625,0.0006173898,0.0003149267,0.0001949233,0.0003111722,0.0004473971,0.00015081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064078,"about_ca_system_score_gemma":0.0002371202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008717101,"about_ca_topic_score_gemma":0.008257825,"domain_scores_codex":[0.9998258,0.00005314492,0.000009966891,0.00004053638,0.00002621432,0.00004433408],"domain_scores_gemma":[0.9997609,0.00005543404,0.00007040706,0.00002132669,0.00002247325,0.00006934432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007368837,0.0001901308,0.989832,0.00001820453,0.0001065681,0.0004847039,0.0009468888,0.00001687953,0.00426193,0.00004063614,0.00006396561,0.003301123],"study_design_scores_gemma":[0.00001016328,0.0002393802,0.9977713,0.000006309145,0.00004773881,0.0005242048,0.0008892753,0.00002042935,0.0003021458,0.00001237723,0.0001742696,0.000002596775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994912,0.0002411068,0.00002762122,0.00001254504,0.000002307143,0.000002792493,0.00007524234,4.800336e-7,0.0001468281],"genre_scores_gemma":[0.9989328,0.0004705861,0.00005324633,0.00002498348,0.000003498391,0.00001273662,0.0001090185,0.000001906993,0.000391233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008717101,"threshold_uncertainty_score":0.01733267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02399727363625651,"score_gpt":0.3200681484785775,"score_spread":0.296070874842321,"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."}}