{"id":"W4220735241","doi":"10.1007/s10566-022-09688-8","title":"Families’ and Practitioners’ Use of Culture in Youth Mental Health Services: A Double-Edged Sword","year":2022,"lang":"en","type":"article","venue":"Child & Youth Care Forum","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec-Société et Culture","keywords":"Mental health; Narrative; Psychosocial; Realm; Thematic analysis; Psychology; Qualitative research; Sociology; Nursing; Medicine; Psychotherapist; Social science; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003353502,0.0001905733,0.0003287122,0.0001366305,0.001718068,0.00006932856,0.0002907883,0.00008574225,0.00006208273],"category_scores_gemma":[0.00002613541,0.0001842608,0.00009705855,0.0006704776,0.0001439534,0.0004545569,0.0002558297,0.0004932143,0.000002221745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005282297,"about_ca_system_score_gemma":0.0003057688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04379598,"about_ca_topic_score_gemma":0.03919346,"domain_scores_codex":[0.9976028,0.0003404453,0.0004270276,0.0004029392,0.0006538184,0.000572992],"domain_scores_gemma":[0.9990655,0.00003220495,0.0003020363,0.000242899,0.0001478136,0.0002095889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001179544,0.00004746965,0.02799211,0.0001606843,0.00001406712,0.000001689445,0.9690065,0.00003848958,0.00000336949,0.001744431,0.0004430289,0.0004301803],"study_design_scores_gemma":[0.001015901,0.0001654538,0.003699226,0.0001922542,0.00001767081,0.000003370263,0.9338911,0.000006750388,0.000005093731,0.00003135003,0.06078264,0.0001892386],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691633,0.007440724,9.776513e-7,0.007665603,0.001467692,0.002063211,0.003697957,0.0001461928,0.008354366],"genre_scores_gemma":[0.9955434,0.000673385,0.00007786354,0.002325212,0.0001023375,0.00003902132,0.001083978,0.00001874598,0.0001360753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06033961,"threshold_uncertainty_score":0.9995816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03081584788689028,"score_gpt":0.3028379933257025,"score_spread":0.2720221454388123,"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."}}