{"id":"W4413406129","doi":"10.1093/oso/9780197635841.003.0026","title":"Music Therapy","year":2025,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Research on Brain Language and Music; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Music therapy; Psychology; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002962713,0.0005181832,0.0004890971,0.001233017,0.0007500083,0.002080516,0.0008155591,0.001058108,0.1116107],"category_scores_gemma":[0.001096132,0.0001294483,0.0004114882,0.0009497124,0.0006685695,0.001135969,0.00164521,0.001190894,0.03350872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008806083,"about_ca_system_score_gemma":0.0007816182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009102421,"about_ca_topic_score_gemma":0.002004403,"domain_scores_codex":[0.9996189,0.00007348813,0.000025238,0.00005883959,0.0001875649,0.0000359091],"domain_scores_gemma":[0.9997717,0.00008953922,0.00001686837,0.00003179751,0.00005261451,0.00003758247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006250971,0.0000643879,0.0002094048,0.001628833,0.00001680773,0.0004062701,0.0009788147,0.0001449644,0.002006057,0.03573822,0.2010758,0.7576679],"study_design_scores_gemma":[0.00001202579,0.00003436609,0.0007001849,0.00101526,0.0000063017,0.0009923042,0.0002525115,0.00005330908,0.0003002094,0.005805462,0.9908226,0.000005410906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001780391,0.08197507,0.00417833,0.003443927,0.003507059,0.0001013357,0.0002453458,0.0002899351,0.9044787],"genre_scores_gemma":[0.02872541,0.05603582,0.004898293,0.004897334,0.001202313,0.0001605177,0.0004049205,0.0001517091,0.9035236],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1116107,"threshold_uncertainty_score":0.373375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06582257816589619,"score_gpt":0.2742236343731356,"score_spread":0.2084010562072394,"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."}}