{"id":"W4408087449","doi":"10.1186/s40359-025-02476-8","title":"Promoting the mental health and well-being of vulnerable youth through art: an ethnographic evaluation of an art-based intervention for rural Canadian youth","year":2025,"lang":"en","type":"article","venue":"BMC Psychology","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Bishop's University","funders":"Social Sciences and Humanities Research Council; Fonds de Recherche du Québec-Société et Culture","keywords":"Mental health; Psychological intervention; Feeling; Context (archaeology); Intervention (counseling); Psychology; Qualitative research; Focus group; Rural area; Ethnography; Medicine; Sociology; Social psychology; Psychotherapist; Psychiatry; Social science; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003551026,0.0008126713,0.0007808041,0.001127366,0.01393338,0.002412347,0.002742231,0.0009823644,0.003472883],"category_scores_gemma":[0.003030176,0.000483519,0.0008606349,0.001348129,0.003407849,0.0006753554,0.003051891,0.001741624,0.0002117228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02955979,"about_ca_system_score_gemma":0.04636851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7930053,"about_ca_topic_score_gemma":0.9430161,"domain_scores_codex":[0.9973761,0.001016071,0.00008365382,0.0001903286,0.0003092275,0.001024595],"domain_scores_gemma":[0.9983255,0.000495005,0.0001203061,0.00006361345,0.0003784905,0.0006170671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007281849,0.005685805,0.0371404,0.001692533,0.00007157127,0.002964891,0.867512,0.00052223,0.002362643,0.001055517,0.00402445,0.07623965],"study_design_scores_gemma":[0.0002916655,0.002673228,0.07341311,0.001168218,0.0001707062,0.0005111619,0.8912227,0.0005029737,0.001210562,0.0002623652,0.02848553,0.00008783422],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993145,0.0004826237,0.0002823457,0.0004554928,0.00002633106,0.001504369,0.000253508,0.00001274796,0.003837732],"genre_scores_gemma":[0.990184,0.001318267,0.002437308,0.00051598,0.00002047796,0.001344681,0.0002032717,0.00002746449,0.003948699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2069947,"threshold_uncertainty_score":0.4164274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09973948224921617,"score_gpt":0.3932470024641024,"score_spread":0.2935075202148862,"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."}}