{"id":"W2984256518","doi":"10.1093/geroni/igz038.2759","title":"NOTEWORTHY: THE IMPACT OF A CHOIR FOR OLDER ADULTS WITH DEMENTIA ON THE WELL-BEING AND QUALITY OF LIFE OF CAREGIVERS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Dementia; Choir; Respite care; Quality of life (healthcare); Mood; Psychosocial; Psychology; Gerontology; Caregiver burden; Medicine; Clinical psychology; Nursing; Psychiatry; Psychotherapist; Disease","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":[0.002280467,0.0001962088,0.0002880339,0.0002267163,0.0006901342,0.0007351678,0.0002422194,0.0003170844,0.004397759],"category_scores_gemma":[0.007621228,0.00005907674,0.0005656718,0.0001594787,0.0002961987,0.0003975267,0.001052903,0.0005911877,0.0001916717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004466026,"about_ca_system_score_gemma":0.0009912022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002626982,"about_ca_topic_score_gemma":0.01371259,"domain_scores_codex":[0.9990395,0.0005329701,0.00006860439,0.00004724995,0.0001661532,0.0001455883],"domain_scores_gemma":[0.9966708,0.001307291,0.0006522582,0.0001025385,0.0004565391,0.0008104864],"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":[0.003396992,0.004345689,0.4191723,0.002843685,0.001037673,0.001224745,0.01348681,0.0004246991,0.003457783,0.0007800856,0.0117855,0.5380441],"study_design_scores_gemma":[0.0001872453,0.004618039,0.9628549,0.0005545083,0.000431016,0.0004655029,0.01801003,0.0001728505,0.0007651269,0.0003506479,0.01155546,0.0000347994],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895676,0.002850681,0.00008394809,0.002589958,0.000273937,0.00004833071,0.0001683335,0.000005196481,0.00441205],"genre_scores_gemma":[0.9974518,0.0009938231,0.0001927244,0.0003243198,0.0000695892,0.00002605425,0.00005356855,0.000001526014,0.0008865003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004397759,"threshold_uncertainty_score":0.01471192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03165531794252834,"score_gpt":0.378059403810529,"score_spread":0.3464040858680007,"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."}}