{"id":"W3047737615","doi":"10.1177/0706743720934959","title":"Overestimation of Postpartum Depression Prevalence Based on a 5-item Version of the EPDS: Systematic Review and Individual Participant Data Meta-analysis","year":2020,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université de Montréal; McGill University Health Centre; International Society for Equity in Health; Concordia University; University of Calgary; McGill University; Alberta Health Services; Women's College Hospital; University of Toronto; Jewish General Hospital","funders":"National Health and Medical Research Council; Medical Research Council; Werner Otto Stiftung; Achmea; Myer Foundation; University of Manchester; University of Oxford; Ministry of Science and Technology, Croatia; Faculty of Medicine, McGill University; McGill University Health Centre; McGill University; National Institute for Health and Care Research; Fonds de Recherche du Québec - Santé; Mitacs; University of Connecticut; Thomas Wilson Sanitarium For Children of Baltimore City; Canadian Institutes of Health Research; Wellcome; American Psychological Association; Wellcome Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Patrick and Catherine Weldon Donaghue Medical Research Foundation","keywords":"Edinburgh Postnatal Depression Scale; Meta-analysis; Medicine; Confidence interval; PsycINFO; Depression (economics); Postpartum depression; MEDLINE; Psychiatry; Pregnancy; Depressive symptoms; Internal medicine; Anxiety","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.04561159,0.003217824,0.02052663,0.006655006,0.0006870715,0.004302686,0.003356317,0.00301373,0.003305695],"category_scores_gemma":[0.1018853,0.002264821,0.04415703,0.005677451,0.001417961,0.002663037,0.002272607,0.002455203,0.0003421288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003165904,"about_ca_system_score_gemma":0.003816609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006216547,"about_ca_topic_score_gemma":0.01255557,"domain_scores_codex":[0.9672616,0.01652225,0.009950989,0.003110507,0.002658481,0.0004961755],"domain_scores_gemma":[0.9144103,0.07121435,0.008397163,0.002266689,0.003402824,0.0003086136],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001274172,0.00001470285,0.003188047,0.3045098,0.6803172,0.0000666878,0.00009417025,0.0002836589,0.0001090098,0.0001319555,0.0004229266,0.009587666],"study_design_scores_gemma":[0.0004989735,0.0001047361,0.002368266,0.0260923,0.9694312,0.00008137963,0.00003734518,0.0001081439,0.0001044879,0.0002110396,0.0009414991,0.00002067674],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004119886,0.9926286,0.001319369,0.0002487726,0.0002234451,0.000512171,0.000552799,0.00004169867,0.0003532815],"genre_scores_gemma":[0.2813666,0.7034502,0.006182478,0.002507568,0.0004663574,0.003980075,0.001443691,0.0001042539,0.0004987996],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9794734,"threshold_uncertainty_score":0.2412201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1809794337258721,"score_gpt":0.3757702425556014,"score_spread":0.1947908088297293,"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."}}