{"id":"W3212354588","doi":"10.1038/s41398-021-01697-w","title":"Association between maternal depression during pregnancy and newborn DNA methylation","year":2021,"lang":"en","type":"article","venue":"Translational Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Pacific Centre for Reproductive Medicine; University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institute of Environmental Health Sciences; Fogarty International Center; National Institutes of Health; National Institute of General Medical Sciences; Medical Research Council; South African Medical Research Council; National Research Foundation; Wellcome Trust; Bill and Melinda Gates Foundation","keywords":"dNaM; Confounding; Beck Depression Inventory; Edinburgh Postnatal Depression Scale; Depression (economics); DNA methylation; Pregnancy; Medicine; Bonferroni correction; Obstetrics; Psychiatry; Psychology; Postpartum depression; Internal medicine; Genetics; Biology; Anxiety","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":[0.0004893032,0.000156098,0.0002301281,0.0003574438,0.0002695128,0.0003299731,0.0002326103,0.0002686211,0.00166882],"category_scores_gemma":[0.002813655,0.0002005095,0.0002066153,0.0006132068,0.0001492382,0.0001242342,0.0003216662,0.0003334574,0.0001202467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002703967,"about_ca_system_score_gemma":0.0001665159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007701985,"about_ca_topic_score_gemma":0.008277276,"domain_scores_codex":[0.9995025,0.0001579901,0.00003500084,0.0001764022,0.00006502006,0.0000629554],"domain_scores_gemma":[0.9993068,0.0002574884,0.0002625175,0.00005781668,0.00005823314,0.00005712004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002826904,0.00001022333,0.9902749,0.00003494029,0.0001417391,0.0001210768,0.0001424108,0.00005346668,0.002231338,0.00006104083,0.0001967491,0.006449343],"study_design_scores_gemma":[0.000003380775,0.00003234639,0.9987553,0.00001145213,0.00004149165,0.0002433115,0.00003867141,0.0001743236,0.0003634071,0.00004812675,0.0002858733,0.000002325448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965598,0.001313046,0.0003955855,0.000111985,0.00001065581,0.000005370478,0.0009367781,0.000008396584,0.0006584238],"genre_scores_gemma":[0.9986772,0.0003914019,0.0002716721,0.00002700101,0.000004621893,0.00001080245,0.0002535419,0.000003652475,0.000359984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007701985,"threshold_uncertainty_score":0.01531434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705479891097063,"score_gpt":0.2943486195459606,"score_spread":0.27729382063499,"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."}}