{"id":"W4390080326","doi":"10.1093/geroni/igad104.2595","title":"EXPLORING THE IMPACT OF CHORAL SINGING ON CHANGE IN PERCEIVED DISTRESS FOR CARE PARTNERS OF PERSONS WITH DEMENTIA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Singing; Distress; Choir; Dementia; Psychology; Psychological intervention; Intervention (counseling); Clinical psychology; Longitudinal study; Multiple baseline design; Developmental psychology; Medicine; Psychiatry","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":[0.00174612,0.0002111567,0.0002500058,0.0002689822,0.0005469293,0.000421722,0.0002760103,0.0002549787,0.001364367],"category_scores_gemma":[0.004600897,0.0001315052,0.0004653557,0.0002079279,0.0002361545,0.0003232725,0.0007821997,0.0004366467,0.00007677439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004273992,"about_ca_system_score_gemma":0.0003720334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004400909,"about_ca_topic_score_gemma":0.01499958,"domain_scores_codex":[0.999029,0.0006509338,0.00005056178,0.0000797643,0.00008737083,0.0001022705],"domain_scores_gemma":[0.9988779,0.0004320651,0.000338647,0.00006218531,0.0001102502,0.0001788472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004189765,0.004121987,0.7658638,0.0006799262,0.0004555411,0.0002199309,0.01118527,0.0006423423,0.006230904,0.0001360083,0.0009941504,0.2052802],"study_design_scores_gemma":[0.00007365274,0.003560796,0.9894526,0.00006154333,0.00008652342,0.00006756127,0.004702739,0.0004507771,0.0008027871,0.00009406066,0.0006341431,0.00001282365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992517,0.0001219417,0.0001321819,0.0000513223,0.000004085366,0.0000387185,0.00006442732,0.00000309403,0.0003324935],"genre_scores_gemma":[0.9993362,0.00006860343,0.0003427608,0.00002173597,0.00000366031,0.00007846369,0.00005021489,5.063195e-7,0.00009776351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004400909,"threshold_uncertainty_score":0.009234488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2648500507829777,"score_gpt":0.4501218667044415,"score_spread":0.1852718159214638,"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."}}