{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004118309,0.0005072019,0.001095935,0.0005169927,0.0002025924,0.00006719885,0.0006464632,0.0003691325,0.001489132],"category_scores_gemma":[0.00005400668,0.0003881013,0.0001593365,0.0009657882,0.0004657246,0.000254902,0.00003902173,0.0006039283,0.00008370346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000107398,"about_ca_system_score_gemma":0.00006828069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008188757,"about_ca_topic_score_gemma":0.005108107,"domain_scores_codex":[0.9963499,0.0004809513,0.0006189829,0.001393799,0.0002971201,0.0008592889],"domain_scores_gemma":[0.997014,0.0005299266,0.0004846212,0.001419118,0.0003375743,0.0002147919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.03562558,0.005673189,0.1268,0.0007161924,0.004746542,0.0002231781,0.6012228,0.0000125879,0.008908309,0.1175382,0.06863152,0.02990201],"study_design_scores_gemma":[0.01549508,0.001676901,0.9049233,0.001501358,0.0003003923,0.00003203395,0.04168637,0.000008843234,0.000536747,0.02372637,0.009078751,0.001033872],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966492,0.0009597779,0.006611193,0.008209196,0.002838669,0.001943604,0.000138447,0.0001551715,0.01265197],"genre_scores_gemma":[0.9904338,0.00009624771,0.001565779,0.004854532,0.0002692365,0.0004098397,0.00002893401,0.00005962272,0.002281967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7781233,"threshold_uncertainty_score":0.9998571,"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."}}