{"id":"W2982426330","doi":"10.47513/mmd.v11i4.711","title":"Medicine's Melodies: Music, Health and Well-Being","year":2019,"lang":"en","type":"article","venue":"Music and Medicine","topic":"Music Therapy and Health","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Music therapy; Melody; Dementia; Psychological intervention; Musical; Psychology; Psychotherapist; Medicine; Psychiatry; Art; Literature","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":[0.001216558,0.0003585377,0.0005791166,0.001190058,0.0008881104,0.003912171,0.0003359367,0.001985563,0.005344876],"category_scores_gemma":[0.002604934,0.0001139638,0.0002395509,0.001013237,0.003818854,0.002729291,0.00182311,0.00209254,0.0004882593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007017714,"about_ca_system_score_gemma":0.0007718859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817084,"about_ca_topic_score_gemma":0.003058671,"domain_scores_codex":[0.9990636,0.0005017265,0.000059956,0.00007351318,0.0002236596,0.00007766375],"domain_scores_gemma":[0.9987481,0.0009221544,0.0001361022,0.00002358636,0.0000631624,0.0001068488],"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":[0.0005008705,0.000250544,0.01313689,0.008822032,0.0002592539,0.001109141,0.03226645,0.0002378081,0.004243208,0.08690278,0.04052238,0.8117486],"study_design_scores_gemma":[0.00008396767,0.001138914,0.140907,0.02247149,0.0001576896,0.01039116,0.06455857,0.0003261909,0.001163425,0.1138327,0.6447526,0.0002163807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02524204,0.9009092,0.0011228,0.04022617,0.001940297,0.00002280532,0.00007507818,0.00002547483,0.03043617],"genre_scores_gemma":[0.2997254,0.6712654,0.001714243,0.01522346,0.005806717,0.00005151233,0.0000641277,0.0000193184,0.006129727],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005344876,"threshold_uncertainty_score":0.01788038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04087450334819641,"score_gpt":0.347768602626214,"score_spread":0.3068940992780175,"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."}}