{"id":"W2135307548","doi":"10.1176/appi.ps.201100280","title":"Using the Cultural Formulation to Resolve Uncertainty in Diagnoses of Psychosis Among Ethnoculturally Diverse Patients","year":2012,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; University of Manitoba","funders":"","keywords":"Psychosis; Medical diagnosis; Psychology; Psychiatry; Medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.005786333,0.0002100465,0.0002174167,0.001270948,0.001488041,0.001263248,0.0006145264,0.000292656,0.0003975796],"category_scores_gemma":[0.03306714,0.0001739709,0.0002723584,0.0009680225,0.001499398,0.000774631,0.00251013,0.0007921141,0.00005217917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002191523,"about_ca_system_score_gemma":0.005523329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0636243,"about_ca_topic_score_gemma":0.1187057,"domain_scores_codex":[0.9952142,0.003316653,0.0002825864,0.0001699688,0.000756368,0.0002602161],"domain_scores_gemma":[0.9891781,0.004194701,0.004230748,0.0003442805,0.001446374,0.0006058735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000141399,0.00005429749,0.944812,0.0001197664,0.00005195442,0.0006005944,0.02008234,0.0001777084,0.0003382561,0.0001315236,0.0004235441,0.03306662],"study_design_scores_gemma":[0.00002470347,0.0002735341,0.9135078,0.0004094184,0.00007619304,0.001984032,0.07955562,0.001217983,0.0004903821,0.0004386413,0.001976134,0.00004536791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969132,0.0008090045,0.0002657395,0.0008846857,0.00002034658,0.00004345043,0.00003253148,0.000004106863,0.001026873],"genre_scores_gemma":[0.9991878,0.0002670778,0.0003741012,0.00008946902,0.000008648019,0.00001153531,0.00002603932,8.960367e-7,0.00003445219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0636243,"threshold_uncertainty_score":0.1265079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04018735758992368,"score_gpt":0.3576633953315517,"score_spread":0.317476037741628,"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."}}