{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00237387,0.0005484513,0.0004500858,0.0004709065,0.001285843,0.0003341782,0.0007962825,0.0006937039,0.002165557],"category_scores_gemma":[0.002354765,0.0002644914,0.0006658721,0.0001559196,0.0003619023,0.0004683886,0.001060677,0.0008440201,0.0003196854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005157797,"about_ca_system_score_gemma":0.002693698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003281922,"about_ca_topic_score_gemma":0.01097902,"domain_scores_codex":[0.9994872,0.0002214301,0.00003752897,0.00005664551,0.00005195938,0.0001452083],"domain_scores_gemma":[0.9988171,0.0002067413,0.00008555987,0.00008523233,0.000170408,0.0006349862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01147628,0.2435692,0.04055526,0.00157287,0.0002090504,0.00180924,0.01334297,0.001121874,0.03231745,0.0001716176,0.004328086,0.6495261],"study_design_scores_gemma":[0.02032087,0.6145828,0.3218187,0.0004066126,0.0003592151,0.0008453837,0.0165535,0.002094464,0.0100042,0.000333772,0.01254108,0.0001393126],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947513,0.00005995419,0.000491936,0.0002053052,0.00004139351,0.003607366,0.00004538594,0.00006850902,0.0007288958],"genre_scores_gemma":[0.9631705,0.0004753988,0.02440124,0.0004280861,0.000135453,0.008583555,0.0002699375,0.00001518757,0.002520788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003281922,"threshold_uncertainty_score":0.01255441,"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."}}