{"id":"W4412968239","doi":"10.24124/2025/30510","title":"Migration and mental health among Sub-Saharan Africans in Canada: A culturally safe counselling perspective","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mental health; Perspective (graphical); Culturally sensitive; Medicine; Culturally appropriate; Psychology; Psychiatry; Gerontology; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007623404,0.0002348098,0.0003624911,0.001096788,0.01622623,0.002669186,0.001317742,0.001004275,0.00429483],"category_scores_gemma":[0.002456602,0.0002678041,0.0003277936,0.003057401,0.003093398,0.001075691,0.002813933,0.002937832,0.0001648214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04012457,"about_ca_system_score_gemma":0.1187276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9939486,"about_ca_topic_score_gemma":0.9976718,"domain_scores_codex":[0.9987025,0.0002056048,0.00002695767,0.00004038672,0.0001282022,0.0008963668],"domain_scores_gemma":[0.9982364,0.0001480736,0.0001730551,0.00001748319,0.0004314353,0.0009934644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001912622,0.000840898,0.6087575,0.0003291683,0.0001058404,0.002868066,0.2983614,0.0003114435,0.0006118051,0.006912649,0.01611177,0.06459818],"study_design_scores_gemma":[0.00001465112,0.00006151891,0.3546827,0.0005169508,0.00003682736,0.0003032717,0.6346545,0.0001136357,0.00007386917,0.0005741052,0.008930005,0.00003792272],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698435,0.002448811,0.00005210322,0.0185938,0.00009536906,0.00005952759,0.0002188397,0.000003989013,0.008683974],"genre_scores_gemma":[0.9903159,0.003585118,0.0001331739,0.002413463,0.00002935052,0.00003070331,0.00007551633,0.000004428837,0.003412372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04012457,"threshold_uncertainty_score":0.2911255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139845876419614,"score_gpt":0.2986193242137881,"score_spread":0.287220865449592,"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."}}