{"id":"W1981427618","doi":"10.1007/s11013-013-9325-z","title":"Barriers to Implementing the DSM-5 Cultural Formulation Interview: A Qualitative Study","year":2013,"lang":"en","type":"article","venue":"Culture Medicine and Psychiatry","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":156,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health; McGill University","keywords":"Debriefing; Psychology; Relevance (law); Session (web analytics); Standardization; Ambiguity; Intervention (counseling); Fidelity; Applied psychology; Clinical psychology; Medicine; Psychiatry; Medical education; Social psychology; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.03419001,0.0006424926,0.001073908,0.001481517,0.01384256,0.005379172,0.003176535,0.0028384,0.002483318],"category_scores_gemma":[0.06284083,0.001560567,0.000542421,0.001967895,0.006909061,0.004003832,0.006887638,0.006545907,0.0003542479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009148297,"about_ca_system_score_gemma":0.01839332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02178233,"about_ca_topic_score_gemma":0.03408503,"domain_scores_codex":[0.9755977,0.01835245,0.0008254602,0.0006404837,0.001602423,0.002981477],"domain_scores_gemma":[0.9325334,0.05509833,0.003184211,0.0009725711,0.004770325,0.003441182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003509278,0.000133139,0.004686536,0.00008030191,0.000003051621,0.0003158814,0.9910953,0.00002230758,0.0004030099,0.0005704074,0.0001675173,0.002487328],"study_design_scores_gemma":[0.000005187251,0.00004275057,0.001612957,0.000144849,0.000004138241,0.0001348531,0.9965491,0.00005774379,0.0002086315,0.0001303881,0.001098976,0.00001038047],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919937,0.0003915721,0.001771704,0.002582586,0.00005232231,0.0004577044,0.0001058024,0.00001377275,0.002630886],"genre_scores_gemma":[0.9942946,0.0005895065,0.001437151,0.001288484,0.00001130803,0.0007520579,0.00005502527,0.00002721829,0.001544708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03419001,"threshold_uncertainty_score":0.1808162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03857574094012747,"score_gpt":0.4031109260181868,"score_spread":0.3645351850780593,"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."}}