{"id":"W2605407182","doi":"10.1186/s13033-017-0134-6","title":"Perinatal depression in Nigeria: perspectives of women, family caregivers and health care providers","year":2017,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"Grand Challenges Canada","keywords":"Mental health; Psychology; Psychological intervention; Psychiatry; Distress; Public health; Shame; Feeling; Medicine; Clinical psychology; Nursing; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003541745,0.0004155482,0.0004711187,0.0006592228,0.01053038,0.00453524,0.0006571327,0.001460354,0.003049668],"category_scores_gemma":[0.006940127,0.0004728691,0.0002219304,0.0009540247,0.003738711,0.002665689,0.004260866,0.003620512,0.0002246281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003566925,"about_ca_system_score_gemma":0.006898146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0184793,"about_ca_topic_score_gemma":0.03472989,"domain_scores_codex":[0.9973472,0.001840081,0.00008703962,0.00007586822,0.0001490318,0.0005008235],"domain_scores_gemma":[0.9963093,0.001892217,0.0005170295,0.00005113196,0.0003113637,0.0009188954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004756324,0.00006862052,0.02305561,0.0002318504,0.0000109543,0.002792879,0.957471,0.00001859856,0.0002261841,0.001843796,0.003653298,0.01057977],"study_design_scores_gemma":[0.000004172113,0.00003095545,0.00354904,0.0003082967,0.000006074367,0.000610831,0.9870291,0.00001205523,0.00003712788,0.00016523,0.008241841,0.000005203834],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9338564,0.01498095,0.0002900802,0.035823,0.000575297,0.00008592837,0.0001151677,0.000007751519,0.01426543],"genre_scores_gemma":[0.9773101,0.01323682,0.0002251946,0.006417223,0.0001163797,0.00007977103,0.00003402055,0.000008523056,0.00257198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0184793,"threshold_uncertainty_score":0.03674352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012723150996358,"score_gpt":0.3556026955677016,"score_spread":0.335475464057738,"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."}}