{"id":"W4292457537","doi":"10.21203/rs.3.rs-1897587/v1","title":"Individual participant data meta-analysis to compare EPDS accuracy to detect major depression with and without the self-harm item","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto; Jewish General Hospital","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; National Institute of Child Health and Human Development; Programme Grants for Applied Research; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Duke Global Health Institute, Duke University; Werner Otto Stiftung; National Center of Neurology and Psychiatry; TrygFonden; China Medical University; Ministério da Saúde; China Scholarship Council; Harry Crossley Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Department of Families, Housing, Community Services and Indigenous Affairs; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; University of Connecticut; Chulalongkorn University; Patrick and Catherine Weldon Donaghue Medical Research Foundation; National Research Foundation; Myer Foundation; University of Oxford; Medical Research Council; Department of Health and Social Care; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Wellcome Trust; University of Southampton; Vetenskapsrådet; Australian Government; National Health and Medical Research Council; Fundação de Amparo à Pesquisa do Estado de São Paulo; Forskningsrådet för Arbetsliv och Socialvetenskap; Division of Materials Research; National Institute for Health and Care Research; Svenska Läkaresällskapet; American Psychological Association; National Science Foundation","keywords":"Edinburgh Postnatal Depression Scale; PsycINFO; Clinical psychology; Meta-analysis; Confidence interval; Medicine; Bivariate analysis; Suicidal ideation; MEDLINE; Psychology; Poison control; Psychiatry; Injury prevention; Statistics; Depressive symptoms; Medical emergency; Internal medicine; Anxiety","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0419424,0.003115438,0.01912681,0.004444506,0.0005901432,0.003728628,0.002729718,0.003373057,0.005303077],"category_scores_gemma":[0.08150855,0.001598622,0.06181491,0.004033057,0.0009080739,0.002542256,0.00183007,0.004000778,0.0006055018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002700605,"about_ca_system_score_gemma":0.002478335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004817247,"about_ca_topic_score_gemma":0.006861991,"domain_scores_codex":[0.9704438,0.01880837,0.005759147,0.002538202,0.002046519,0.0004038671],"domain_scores_gemma":[0.9586904,0.03381574,0.003332373,0.002189581,0.00172063,0.0002513243],"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":[0.002762845,0.00001736049,0.00138584,0.05962501,0.9305355,0.00004507248,0.00003903194,0.0004286291,0.0001348568,0.000164672,0.0004040683,0.004457111],"study_design_scores_gemma":[0.001646171,0.0001920188,0.001234644,0.004529179,0.9903597,0.00003631428,0.00001349542,0.0002661723,0.00009858673,0.0003426786,0.001265692,0.00001529371],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02065147,0.9503409,0.01554228,0.001032904,0.001664265,0.004077608,0.004309984,0.0004368856,0.001943656],"genre_scores_gemma":[0.6203876,0.3115056,0.03110426,0.005187864,0.0009992581,0.02192387,0.005666271,0.000463337,0.002761973],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9580576,"threshold_uncertainty_score":0.2218153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3879442266799656,"score_gpt":0.5062440360011284,"score_spread":0.1182998093211628,"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."}}