{"id":"W4409170899","doi":"10.1177/03057356251325516","title":"How does music contribute to well-being? Perspectives from homeless young adults with problematic psychoactive substance use","year":2025,"lang":"en","type":"article","venue":"Psychology of Music","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre on Substance Use; University of British Columbia; McGill University; Douglas Mental Health University Institute; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec-Société et Culture","keywords":"Psychology; Psychoactive substance; Substance use; Well-being; Developmental psychology; Clinical psychology; Psychotherapist; Psychiatry","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":[0.002711873,0.0003898963,0.0006454816,0.0009635667,0.004990394,0.003544155,0.0005679219,0.00123589,0.001810326],"category_scores_gemma":[0.003546007,0.0003855595,0.000368829,0.0005794637,0.005014596,0.002279727,0.003652237,0.002146399,0.0001574881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322708,"about_ca_system_score_gemma":0.001277454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007131824,"about_ca_topic_score_gemma":0.01923447,"domain_scores_codex":[0.9986418,0.0008395299,0.00006742045,0.00009091573,0.0001334092,0.0002269148],"domain_scores_gemma":[0.9981174,0.001075262,0.0001849765,0.0000413042,0.0001224125,0.0004586088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002947089,0.00004357498,0.01056737,0.0001435199,0.00001178857,0.001324497,0.9800063,0.00001142018,0.0007042779,0.0004671539,0.0004319102,0.006258702],"study_design_scores_gemma":[0.000003411739,0.00006393752,0.005208277,0.0001201999,0.000009050747,0.0004838307,0.9909424,0.00001490602,0.0001021412,0.0001221414,0.002922743,0.000006977467],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938903,0.00177014,0.0002059068,0.001598425,0.00006558771,0.00002025555,0.00003228729,0.000004316994,0.002412796],"genre_scores_gemma":[0.9965778,0.001509764,0.0001918507,0.0008763379,0.00002759063,0.0000176984,0.00001615816,0.000006062858,0.0007766986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007131824,"threshold_uncertainty_score":0.01434195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942501381589541,"score_gpt":0.3056430588997635,"score_spread":0.2862180450838681,"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."}}