{"id":"W2082790809","doi":"10.1007/s11013-014-9408-5","title":"Clinician Reasoning in the Use of Cultural Formulation to Resolve Uncertainty in the Diagnosis of Psychosis","year":2014,"lang":"en","type":"article","venue":"Culture Medicine and Psychiatry","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Psychosis; Psychology; Thematic analysis; Competence (human resources); Clinical psychology; Psychiatry; Psychotherapist; Qualitative research; Social psychology; Sociology","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":[0.08993186,0.0006713181,0.0006381855,0.003256087,0.004397613,0.00878617,0.003493361,0.003829703,0.002205319],"category_scores_gemma":[0.3008,0.0007762793,0.001051888,0.001310821,0.01204821,0.008546693,0.009639104,0.01115206,0.0002626717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006293118,"about_ca_system_score_gemma":0.01960535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009869114,"about_ca_topic_score_gemma":0.01176678,"domain_scores_codex":[0.882293,0.1036377,0.004600536,0.001516314,0.006203113,0.00174929],"domain_scores_gemma":[0.7810631,0.1896164,0.009249617,0.005038091,0.01118762,0.003845044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001354362,0.001468699,0.08788765,0.001698925,0.0004429804,0.01231439,0.4124791,0.007955953,0.002593731,0.1044645,0.01229732,0.3550424],"study_design_scores_gemma":[0.0008748554,0.00104203,0.03550518,0.008493184,0.0005900115,0.02416339,0.4139313,0.05655294,0.008413306,0.4087729,0.04096078,0.0007000351],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6506501,0.007893717,0.1133261,0.1421881,0.001768207,0.001022528,0.0001104097,0.0002632051,0.08277763],"genre_scores_gemma":[0.9441735,0.001056119,0.05116947,0.002937238,0.0001353346,0.000114674,0.00001845842,0.00003215907,0.0003631404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08993186,"threshold_uncertainty_score":0.4756108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07395641424119966,"score_gpt":0.3870609372211324,"score_spread":0.3131045229799327,"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."}}