{"id":"W4412773927","doi":"10.47513/mmd.v17i3.1025","title":"Piloting a choir program for nursing home residents with advanced dementia","year":2025,"lang":"en","type":"article","venue":"Music and Medicine","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Choir; Dementia; Nursing homes; Nursing; Gerontology; Medicine; Psychology; Family medicine; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002579714,0.0001104768,0.000226225,0.00009448103,0.0001850645,0.000007168932,0.00006199892,0.00004820133,0.0002708972],"category_scores_gemma":[0.00001698141,0.00007830639,0.00001550763,0.0001648452,0.0001486013,0.00003099428,0.00000770814,0.0001013065,0.000001747069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002167387,"about_ca_system_score_gemma":0.00004018017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001228034,"about_ca_topic_score_gemma":0.0000806136,"domain_scores_codex":[0.9991344,0.00002967821,0.0001944875,0.0002604803,0.00008476586,0.0002961447],"domain_scores_gemma":[0.9995599,0.00008332642,0.00007179351,0.0001658469,0.00003978609,0.00007934548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008894647,0.0001757508,0.003440601,0.0001695216,0.0001250313,0.000005355285,0.005708417,2.821933e-7,0.0002502207,0.01690087,0.0219232,0.9504113],"study_design_scores_gemma":[0.02990899,0.007949064,0.6234158,0.005666952,0.0006057852,0.00003916624,0.008542829,0.0001148875,0.00005328973,0.01110291,0.3121337,0.0004666127],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9200698,0.01114566,0.01297116,0.01260366,0.002310799,0.002412851,0.000004348184,0.0002137651,0.03826795],"genre_scores_gemma":[0.9898297,0.00007958976,0.002322607,0.004323435,0.0004240005,0.0002485004,0.00001590815,0.00001708286,0.002739149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9499447,"threshold_uncertainty_score":0.3193242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03887366249061251,"score_gpt":0.411130647205447,"score_spread":0.3722569847148344,"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."}}