{"id":"W4390889451","doi":"10.1159/000535719","title":"Prevalence, Risk Factors, and Interventions of Postpartum Depression in Refugees and Asylum-Seeking Women: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Gynecologic and Obstetric Investigation","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; SickKids Foundation; University of Toronto; Network for Business Sustainability; Hospital for Sick Children; University of Guelph; BP (Canada)","funders":"","keywords":"Refugee; Psychological intervention; PsycINFO; Psychosocial; Medicine; Asylum seeker; Postpartum depression; CINAHL; Coping (psychology); Psychiatry; MEDLINE; Pregnancy; Geography; Political science","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":[0.009639018,0.001894925,0.01569204,0.00639558,0.0007595295,0.003369964,0.002017088,0.00216566,0.003576606],"category_scores_gemma":[0.03188014,0.001305498,0.02074032,0.006813692,0.0006445192,0.001718935,0.001448938,0.001613269,0.0002366465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00321335,"about_ca_system_score_gemma":0.007227729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009206168,"about_ca_topic_score_gemma":0.02196074,"domain_scores_codex":[0.9941534,0.002239969,0.002143981,0.0005129626,0.0007472846,0.000202235],"domain_scores_gemma":[0.980634,0.01518182,0.002543002,0.0003203715,0.001119618,0.0002010288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0006513423,0.00004644399,0.001239237,0.8956706,0.07701237,0.00006340809,0.0001405161,0.0001798154,0.0001237827,0.0001181444,0.000429515,0.02432489],"study_design_scores_gemma":[0.0007069497,0.0005498837,0.005393097,0.3622431,0.6243104,0.0001754117,0.0002464439,0.000201894,0.0001947376,0.0002535065,0.005684153,0.00004034635],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002142117,0.9966528,0.0001651793,0.0001483974,0.00007488555,0.0003482848,0.0002655202,0.00001087833,0.0001920021],"genre_scores_gemma":[0.03519836,0.9618985,0.001024033,0.0004143981,0.00007442826,0.0009894671,0.0002666022,0.000008525616,0.000125685],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01569204,"threshold_uncertainty_score":0.05097663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07313731702081072,"score_gpt":0.355794030695225,"score_spread":0.2826567136744143,"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."}}