{"id":"W4408416782","doi":"10.56883/aijmt.2025.593","title":"Music-centred psychotherapy for adults with mood and anxiety disorders: A programme evaluation","year":2025,"lang":"en","type":"article","venue":"Approaches An Interdisciplinary Journal of Music Therapy","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Anxiety; Psychotherapist; Mood; Psychology; Mood disorders; Music therapy; Clinical psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001419927,0.0003643872,0.0005337367,0.0003017846,0.0003790325,0.00009317755,0.0004069255,0.0001978735,0.0004412758],"category_scores_gemma":[0.000004975604,0.0002609309,0.0002265208,0.0003273703,0.00020952,0.0003297148,0.00003283462,0.0003775056,0.000001153966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007753322,"about_ca_system_score_gemma":0.0002104688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002416648,"about_ca_topic_score_gemma":0.0005014465,"domain_scores_codex":[0.9974918,0.0003808002,0.0007298283,0.0005489152,0.0003262432,0.0005224359],"domain_scores_gemma":[0.9983376,0.0001311562,0.0005955974,0.0004977181,0.0002434328,0.0001945018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.02179939,0.002201831,0.001192531,0.00007267504,0.000734477,0.00000172394,0.1083496,0.00002137681,0.00008264758,0.006170546,0.00221533,0.8571578],"study_design_scores_gemma":[0.1517351,0.05613785,0.1078463,0.002205203,0.0008495346,0.0008458102,0.3534205,0.009091522,0.0002039446,0.2507126,0.06442945,0.002522262],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704054,0.006589626,0.01204544,0.005005861,0.00106262,0.00268747,0.00001659487,0.0000452324,0.002141775],"genre_scores_gemma":[0.9931852,0.0008486823,0.004013855,0.0007797616,0.0005548568,0.0003687722,0.00002670757,0.00005935954,0.0001628662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8546356,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054705362991447,"score_gpt":0.3710569116134608,"score_spread":0.2655863753143161,"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."}}