{"id":"W3116857933","doi":"10.1093/geroni/igaa057.2802","title":"One Song, Many Voices: Dementia and The Power of Music","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Choir; Dementia; Dignity; Singing; Stigma (botany); Psychology; Social isolation; Loneliness; Quality of life (healthcare); Shame; Gerontology; Developmental psychology; Social psychology; Psychiatry; Psychotherapist; Medicine; Pedagogy; Political science; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001296045,0.0002990396,0.0002356219,0.0006911653,0.002343933,0.003538683,0.0003967833,0.0009394689,0.00562146],"category_scores_gemma":[0.002055202,0.0001059139,0.0003032988,0.000306677,0.003381891,0.001366315,0.002773482,0.001219235,0.0006016424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005327846,"about_ca_system_score_gemma":0.0006420537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001080032,"about_ca_topic_score_gemma":0.003100171,"domain_scores_codex":[0.9993153,0.000367246,0.00002088224,0.00005175516,0.0001712449,0.00007374209],"domain_scores_gemma":[0.9992682,0.0003439542,0.0001001741,0.00004009329,0.00006414972,0.0001833251],"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":[0.0007502049,0.001125689,0.02032067,0.002502855,0.0002199276,0.002483635,0.1425306,0.0002037698,0.01763693,0.03316743,0.03331825,0.74574],"study_design_scores_gemma":[0.0003632087,0.002832736,0.08509151,0.00412212,0.000413669,0.01558609,0.3050764,0.0009915591,0.009095297,0.06559107,0.5106162,0.0002202553],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7037112,0.03900456,0.01258109,0.04571283,0.003659743,0.000180521,0.0001066248,0.0002312305,0.1948123],"genre_scores_gemma":[0.9675505,0.008493961,0.004518833,0.003602931,0.0006380847,0.00005726759,0.000022155,0.0000309675,0.01508535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00562146,"threshold_uncertainty_score":0.01880568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06396149594324872,"score_gpt":0.3374136019892786,"score_spread":0.2734521060460298,"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."}}