{"id":"W2273710258","doi":"10.1186/s13033-016-0043-0","title":"Perceptions and experiences of perinatal mental disorders in rural, predominantly ethnic minority communities in northern Vietnam","year":2016,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Simon Fraser University; University of Toronto","funders":"University of Toronto; International Development Research Centre","keywords":"Mental health; Ethnic group; Medicine; Vignette; Psychiatry; Qualitative research; Family medicine; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005918176,0.000119594,0.0003606766,0.0002727829,0.00005137703,0.00001038355,0.0001827862,0.00004877053,0.00004366057],"category_scores_gemma":[0.00001336905,0.00008392985,0.0000607552,0.0000626018,0.0001568242,0.0002395277,0.00006122269,0.0001691057,0.0000021221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004868651,"about_ca_system_score_gemma":0.000123205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002072875,"about_ca_topic_score_gemma":0.004110208,"domain_scores_codex":[0.9980838,0.0001932286,0.0009655789,0.00008460802,0.0004662282,0.000206535],"domain_scores_gemma":[0.9991737,0.0000799933,0.0004477882,0.00008645898,0.00007506231,0.0001369742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001816764,0.000564108,0.8984427,0.001519786,0.00004610474,0.00002332253,0.08040305,0.00000288809,0.0004038409,0.00008837229,0.00002990232,0.01665916],"study_design_scores_gemma":[0.008648119,0.002444311,0.6899674,0.03931259,0.000008515136,0.002022007,0.2562611,0.0001827926,0.0002812739,0.00003207929,0.0006360686,0.0002037688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903587,0.005478259,0.000007117779,0.002116109,0.001437354,0.0004325543,0.0000541577,0.00000398731,0.000111743],"genre_scores_gemma":[0.9948812,0.004764395,0.00003960127,0.00006568144,0.00008262646,0.00002881807,0.000007827357,0.000007767288,0.0001221569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2084753,"threshold_uncertainty_score":0.342256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0228784684580892,"score_gpt":0.347543595039673,"score_spread":0.3246651265815838,"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."}}