{"id":"W2105252768","doi":"10.1177/1363461509342942","title":"Cultural Formulation Guidelines","year":2009,"lang":"en","type":"letter","venue":"Transcultural Psychiatry","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Construct (python library); Process (computing); Cultural diversity; Cultural analysis; Psychology; Engineering ethics; Sociology; Epistemology; Computer science; Social science; Engineering; Anthropology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0360823,0.001292599,0.0009774822,0.003792953,0.005693379,0.00511092,0.004901322,0.009109151,0.02767094],"category_scores_gemma":[0.1064624,0.0008428748,0.001613237,0.003434388,0.005099521,0.0046288,0.007639704,0.01330786,0.01768005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004707334,"about_ca_system_score_gemma":0.0191571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00849478,"about_ca_topic_score_gemma":0.01634778,"domain_scores_codex":[0.9478242,0.03466308,0.007870524,0.001308424,0.006600705,0.001733067],"domain_scores_gemma":[0.9491251,0.02035086,0.002272595,0.005775037,0.02053048,0.001945795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005916755,0.0001425928,0.0005319005,0.00104101,0.00001310615,0.001139608,0.01665447,0.0002084407,0.0007688516,0.2231627,0.6273824,0.1288957],"study_design_scores_gemma":[0.00002297881,0.00002294804,0.0001842579,0.001717477,0.000007948111,0.000850555,0.002932572,0.0001208114,0.0002522452,0.01997103,0.9738944,0.00002282679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004703691,0.01649197,0.1389511,0.2799905,0.02503342,0.0142282,0.002642656,0.0008596485,0.5170988],"genre_scores_gemma":[0.04848126,0.02278104,0.4537115,0.2196662,0.004473197,0.02594051,0.004452039,0.00119334,0.2193009],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0360823,"threshold_uncertainty_score":0.1908237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09743481968700528,"score_gpt":0.4084826137616924,"score_spread":0.3110477940746871,"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."}}