{"id":"W2338791021","doi":"10.1007/s40596-016-0551-x","title":"Training on the DSM-5 Cultural Formulation Interview Improves Cultural Competence in General Psychiatry Residents: A Multi-site Study","year":2016,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Competence (human resources); Cultural competence; Demographics; Intervention (counseling); Clinical psychology; Psychology; Medicine; Cultural diversity; Psychiatry; Social psychology; Pedagogy","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":[0.004735059,0.0004979278,0.000720541,0.0003916421,0.001284196,0.0009673467,0.000800055,0.0007978433,0.001229584],"category_scores_gemma":[0.01319279,0.0005647528,0.0005896402,0.0005988416,0.0009711966,0.0008632068,0.00118535,0.001388474,0.000278363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478874,"about_ca_system_score_gemma":0.00265765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01911842,"about_ca_topic_score_gemma":0.05957041,"domain_scores_codex":[0.9970495,0.001723698,0.0001250818,0.0002636211,0.0004932181,0.0003448629],"domain_scores_gemma":[0.9937183,0.001761392,0.001046643,0.0005096488,0.001432859,0.001531223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002219278,0.01456977,0.9277919,0.000133853,0.0002855849,0.0005204591,0.02266527,0.0002169203,0.0009702725,0.00005136791,0.001071858,0.02950364],"study_design_scores_gemma":[0.0002345267,0.006295603,0.9807881,0.00005261498,0.0001092699,0.0002145429,0.01120968,0.000272694,0.000198992,0.00004214673,0.0005601047,0.00002171387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997337,0.00002305115,0.00002251357,0.00003049576,0.000006075965,0.00002841452,0.00001008456,9.762498e-7,0.0001446026],"genre_scores_gemma":[0.9993393,0.00006620805,0.0001583083,0.0001017626,0.000008105334,0.00004853975,0.00003813011,0.000002499414,0.0002371565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01911842,"threshold_uncertainty_score":0.03801429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126787632249981,"score_gpt":0.4120169821719909,"score_spread":0.2852293499220099,"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."}}