{"id":"W4414168627","doi":"10.1002/wps.21340","title":"Cultural competence in psychotherapy","year":2025,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cultural competence; Modalities; Cultural identity; Competence (human resources); Cultural diversity; Lifeworld; Terminology; Negotiation","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":[0.01842502,0.0005434029,0.0008869561,0.00135902,0.01175445,0.009744484,0.001602419,0.004228591,0.008607511],"category_scores_gemma":[0.02779597,0.0003860546,0.0005579399,0.001329751,0.0340928,0.005263353,0.01497523,0.010238,0.001395155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009288123,"about_ca_system_score_gemma":0.01592804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007115282,"about_ca_topic_score_gemma":0.007248977,"domain_scores_codex":[0.9706486,0.02235096,0.0008103897,0.001359463,0.00320819,0.001622333],"domain_scores_gemma":[0.9812316,0.01032897,0.00113149,0.001656535,0.002091745,0.003559711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003017294,0.0001411596,0.002541835,0.0005750713,0.00005165708,0.0007380622,0.1921556,0.0002948457,0.0002712442,0.6458325,0.04768497,0.1096828],"study_design_scores_gemma":[0.00003535604,0.00005496273,0.002866063,0.003023547,0.00002851649,0.001713833,0.06399892,0.0002770895,0.0002438789,0.3490813,0.5786209,0.00005564021],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03367326,0.05284058,0.01761498,0.2346426,0.005286145,0.000298385,0.0001032652,0.0001182284,0.6554225],"genre_scores_gemma":[0.8431159,0.03083972,0.01068499,0.07682032,0.001597768,0.000609521,0.0001138618,0.0002558351,0.03596202],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01842502,"threshold_uncertainty_score":0.09744197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01766296555109589,"score_gpt":0.3636252505442664,"score_spread":0.3459622849931706,"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."}}