{"id":"W3017021634","doi":"10.7870/cjcmh-2019-016","title":"Need to Culturally Adapt and Improve Access to Evidence-Based Psychosocial Interventions for Canadian South-Asians: A Call to Action","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Waterloo; University of Toronto","funders":"","keywords":"Psychosocial; Psychological intervention; Mental health; Psychology; Social support; Clinical psychology; Medicine; Psychiatry; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.05326723,0.0009540747,0.002267889,0.003671814,0.008643965,0.01005698,0.00591355,0.004707394,0.01557815],"category_scores_gemma":[0.1020985,0.0008908313,0.003185886,0.004204424,0.007124342,0.006770537,0.01227077,0.01193969,0.001070877],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05886473,"about_ca_system_score_gemma":0.4620896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9173522,"about_ca_topic_score_gemma":0.9566856,"domain_scores_codex":[0.9755348,0.01015574,0.002151098,0.0009841864,0.006458691,0.004715599],"domain_scores_gemma":[0.8414064,0.0417274,0.006321477,0.005190085,0.05797851,0.04737608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003674251,0.001437293,0.04230622,0.02017811,0.0009809893,0.0009402183,0.0281354,0.001532951,0.001617625,0.01260173,0.2713038,0.6185982],"study_design_scores_gemma":[0.001483278,0.0009243617,0.1937671,0.08567589,0.001442817,0.0008197189,0.1107853,0.001416065,0.001034817,0.01785999,0.5839365,0.0008541765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02616367,0.04161935,0.002345755,0.9020492,0.003598206,0.001562796,0.0005772288,0.0002772731,0.02180647],"genre_scores_gemma":[0.3207606,0.1255623,0.09281726,0.4394988,0.002367959,0.005959379,0.001573014,0.0003858059,0.01107488],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9411353,"threshold_uncertainty_score":0.4270955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2123107649854698,"score_gpt":0.472639469065596,"score_spread":0.2603287040801261,"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."}}