{"id":"W3169949288","doi":"10.1101/2021.06.02.21258194","title":"Association between Maternal Depression during Pregnancy and Newborn DNA Methylation","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":2,"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; Medical Research Council; South African Medical Research Council; National Research Foundation; Wellcome Trust; Bill and Melinda Gates Foundation","keywords":"dNaM; Edinburgh Postnatal Depression Scale; Beck Depression Inventory; Depression (economics); Confounding; Medicine; DNA methylation; Pregnancy; 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":[0.000491226,0.0001575989,0.0001940965,0.0003398861,0.0002322699,0.0003280106,0.0002278125,0.0002684301,0.00222934],"category_scores_gemma":[0.002666909,0.0001701907,0.0001820346,0.0005786973,0.000147641,0.0001179817,0.0002795322,0.0003457364,0.00012546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345543,"about_ca_system_score_gemma":0.0001363822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006062419,"about_ca_topic_score_gemma":0.005222754,"domain_scores_codex":[0.9995404,0.0001542018,0.00003464671,0.000151368,0.00006287042,0.00005639082],"domain_scores_gemma":[0.9991961,0.0003079287,0.0003216413,0.00005376703,0.00006333613,0.00005723417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002687488,0.000009013308,0.9917541,0.00003814759,0.000140962,0.0001034589,0.0000789327,0.00006297673,0.002231197,0.0000609702,0.0002414235,0.005010019],"study_design_scores_gemma":[0.000003581454,0.00003741411,0.9981134,0.00001692137,0.00005360991,0.0002900013,0.00004003328,0.0003263626,0.0006587013,0.00006950657,0.0003880936,0.000002362429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944905,0.001982279,0.0007259064,0.0001640319,0.00001929276,0.000007168823,0.001834231,0.00001234501,0.0007642119],"genre_scores_gemma":[0.9989734,0.0002465105,0.000263988,0.00002420371,0.000004991165,0.000008475939,0.0002227817,0.000002938361,0.0002527575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006062419,"threshold_uncertainty_score":0.01205426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439271272938186,"score_gpt":0.3001065209755162,"score_spread":0.2757138082461343,"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."}}