{"id":"W3093810429","doi":"10.1136/bmj.m4022","title":"Accuracy of the Edinburgh Postnatal Depression Scale (EPDS) for screening to detect major depression among pregnant and postpartum women: systematic review and meta-analysis of individual participant data","year":2020,"lang":"en","type":"review","venue":"BMJ","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":858,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; National Institute of Mental Health; Universitätsklinikum Hamburg-Eppendorf; Faculty of Medicine, Chulalongkorn University; Fonds de Recherche du Québec - Santé; University of Southampton; Canadian Institutes of Health Research; Patrick and Catherine Weldon Donaghue Medical Research Foundation; Feinberg School of Medicine; National Science Foundation; China Medical University; Universidade do Minho; University of Cape Town; Medical Research Council; Uppsala Universitet; Ministério da Saúde; Duke Global Health Institute, Duke University; Université de Genève; Sveučilište u Zagrebu; Ingham Institute for Applied Medical Research; Werner Otto Stiftung; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Università degli Studi di Firenze; Sapienza Università di Roma; University of Oxford; China Medical University Hospital; McGill University; Conselho Nacional de Desenvolvimento Científico e Tecnológico; University of Bristol; Deakin University; Department of Families, Housing, Community Services and Indigenous Affairs; Yale University; University of New South Wales; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Institute for Health and Care Research; National Research Foundation; Universidad de Santiago de Chile; Australian Government; Faculty of Medicine, McGill University; Department of Health and Social Care; McGill University Health Centre; Institute of Psychiatry, Psychology and Neuroscience, King’s College London; Programme Grants for Applied Research; Monash University; Wellcome Trust; Szegedi Tudományegyetem; Chulalongkorn University; University of Connecticut; King's College London; Harry Crossley Foundation; National Health and Medical Research Council; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Edinburgh Postnatal Depression Scale; Meta-analysis; PsycINFO; Confidence interval; Medicine; Postpartum depression; Depression (economics); MEDLINE; Bivariate analysis; Clinical psychology; Psychiatry; Psychology; Depressive symptoms; Pregnancy; Internal medicine; Statistics; Cognition","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":[0.04244097,0.003561688,0.02313287,0.00734903,0.0006759988,0.004050877,0.003078277,0.003071669,0.001828796],"category_scores_gemma":[0.1020607,0.002258106,0.04760822,0.005916577,0.001245065,0.002614339,0.001963436,0.00225818,0.0002703544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003287588,"about_ca_system_score_gemma":0.003854358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006813908,"about_ca_topic_score_gemma":0.0132084,"domain_scores_codex":[0.9718257,0.01471039,0.00770777,0.00266121,0.002687621,0.0004073469],"domain_scores_gemma":[0.9309456,0.05466244,0.008534924,0.001990587,0.00351369,0.0003528562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00199002,0.00002327697,0.004702446,0.2186463,0.7638737,0.00005489815,0.00008025223,0.0004113535,0.0001435812,0.00007662814,0.0002811729,0.009716413],"study_design_scores_gemma":[0.0005871666,0.0002079114,0.003005834,0.01928403,0.9758404,0.00006358657,0.0000261366,0.0001598348,0.0001113377,0.000120973,0.0005722787,0.00002048041],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007361943,0.9900946,0.0009760383,0.0002404096,0.0001647667,0.0004182923,0.0004889084,0.00003252203,0.0002225903],"genre_scores_gemma":[0.3140148,0.6734411,0.006254325,0.001474095,0.0004296419,0.002610341,0.001361983,0.00007920837,0.0003346463],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04244097,"threshold_uncertainty_score":0.224452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1733485788538595,"score_gpt":0.415632995890963,"score_spread":0.2422844170371036,"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."}}