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National Institute of Mental Health; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Werner Otto Stiftung; National Center of Neurology and Psychiatry; Arthur und Aenne Feindt Stiftung; China Medical University; Ministério da Saúde; Division of Materials Research; National Institute for Health and Care Research; Department of Health and Aged Care, Australian Government; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; University of Connecticut; Chulalongkorn University; Department of Families, Housing, Community Services and Indigenous Affairs; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Myer Foundation; University of Oxford; Vetenskapsrådet; McGill University Health Centre; Health Foundation; Australian Government; National Center for Advancing Translational Sciences; Medical Research Council; Department of Health and Social Care; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Brain and Behavior Research Foundation; Programme Grants for Applied Research; McGill University; Jewish General Hospital; Forskningsrådet för Arbetsliv och Socialvetenskap; Wellcome Trust; Thomas Wilson Sanitarium For Children of Baltimore City; Svenska Läkaresällskapet; American Psychological Association; National Health and Medical Research Council; Fundação de Amparo à Pesquisa do Estado de São Paulo; Patrick and Catherine Weldon Donaghue Medical Research Foundation; National Science Foundation","keywords":"CIDI; Postpartum depression; Odds ratio; Depression (economics); Confidence interval; Edinburgh Postnatal Depression Scale; Medicine; Psychiatry; Clinical psychology; Population; Odds; Pregnancy; Psychology; Mental health; Logistic regression; Internal medicine; Depressive symptoms; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02416624,0.0003856024,0.003451078,0.00253459,0.00008252589,0.0001152298,0.00218441,0.0003179972,0.0001342679],"category_scores_gemma":[0.008864038,0.0002197266,0.0005251471,0.001831252,0.0002983056,0.0003765889,0.0008637774,0.002010002,0.000001825873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003363188,"about_ca_system_score_gemma":0.001113459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000290689,"about_ca_topic_score_gemma":0.0002330839,"domain_scores_codex":[0.9838648,0.009286478,0.00379519,0.0007347364,0.001685748,0.0006330696],"domain_scores_gemma":[0.9793514,0.01598807,0.002488941,0.00124693,0.0005885012,0.0003361783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001712702,0.003549242,0.4553562,0.05857275,0.03531726,0.0001946426,0.004619046,0.00009316365,0.000003102985,0.00006412668,0.00005316081,0.4404646],"study_design_scores_gemma":[0.007138877,0.005162842,0.4348876,0.2346204,0.2890527,0.001200925,0.003767472,0.007380593,0.00005910337,0.002917154,0.01230275,0.001509583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02615672,0.9697489,0.0005823545,0.0002618739,0.0007790272,0.002314111,0.0001347296,0.000004451542,0.00001785185],"genre_scores_gemma":[0.03930801,0.9390018,0.0210252,0.00002175274,0.0002047253,0.0002801994,0.00008506348,0.00004240202,0.00003087204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.438955,"threshold_uncertainty_score":0.9994847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.753811147658088,"score_gpt":0.6513883576214451,"score_spread":0.1024227900366429,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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