{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008699979,0.0001243743,0.0001855758,0.00005843021,0.0001510755,0.00002339992,0.00003055949,0.0001304546,0.0002138065],"category_scores_gemma":[0.00001146733,0.0001229351,0.000062149,0.00009850435,0.00001082293,0.0001544779,0.00001210541,0.0001841076,0.0000213083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000047651,"about_ca_system_score_gemma":0.00009199322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001042229,"about_ca_topic_score_gemma":0.00001574324,"domain_scores_codex":[0.9987991,0.00006282328,0.0003229314,0.0002576479,0.0003533819,0.0002041221],"domain_scores_gemma":[0.9995216,0.00005353744,0.0001140362,0.0001201874,0.00005618225,0.0001344424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001231771,0.00003992446,0.9930893,0.001482088,0.00007976744,0.000009923781,0.0001248723,0.000003910953,0.001153948,0.0002334292,0.0000131042,0.003646517],"study_design_scores_gemma":[0.00157593,0.00003053839,0.9807679,0.003623345,0.0001254773,0.00006869128,0.00001115151,0.00002483378,0.01129057,0.002167654,0.0002097833,0.00010414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872646,0.004934416,0.0003724751,0.004716497,0.0004939268,0.0002214545,0.00004432059,0.00006300072,0.001889276],"genre_scores_gemma":[0.9930037,0.0002575282,0.004419311,0.0001128693,0.0004085974,0.00001287219,0.0001161904,0.00001953384,0.00164941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01232146,"threshold_uncertainty_score":0.501315,"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."}}