{"id":"W4250052167","doi":"10.1093/geroni/igz038.2762","title":"SYSTEMATIC CHANGES IN GAIT PURSUANT TO CHOIR PARTICIPATION FOR CAREGIVERS AND PERSONS WITH DEMENTIA","year":2019,"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":"Psychosocial; Dementia; Choir; Gait; Psychological intervention; Psychology; Cognition; Physical medicine and rehabilitation; Neuropsychology; Affect (linguistics); Clinical psychology; Gerontology; Medicine; Psychiatry; Communication","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":[0.001157571,0.0001933293,0.0003439822,0.0006064533,0.000549419,0.000482656,0.0002151067,0.0003076639,0.001114673],"category_scores_gemma":[0.004288872,0.0001240018,0.0003373065,0.000398473,0.0002507647,0.0003605156,0.0009158376,0.0003176614,0.0001254399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003148603,"about_ca_system_score_gemma":0.0003248522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005166785,"about_ca_topic_score_gemma":0.01453143,"domain_scores_codex":[0.9995851,0.0001587033,0.00004050367,0.00008024403,0.00006769053,0.00006772998],"domain_scores_gemma":[0.9989569,0.0001747045,0.0004788763,0.0001101023,0.0001379727,0.0001413772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000631502,0.0002340505,0.9732015,0.0000651928,0.0001170299,0.00008940013,0.00132047,0.00006581618,0.0006178683,0.00002934065,0.0001920679,0.02343575],"study_design_scores_gemma":[0.000006692304,0.000219091,0.9987405,0.00001169926,0.00001920308,0.000040939,0.0007191451,0.00006012887,0.00006301848,0.00002874962,0.00008824188,0.00000264449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999517,0.0000971914,0.00004929175,0.00002766541,0.000002255324,0.000007892359,0.0001061706,0.000002141661,0.0001904535],"genre_scores_gemma":[0.9995902,0.00004934973,0.00007026257,0.00001132869,0.000002410872,0.00001169232,0.0001424697,5.333968e-7,0.0001218255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005166785,"threshold_uncertainty_score":0.01027346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04999964819862621,"score_gpt":0.3605613552056294,"score_spread":0.3105617070070033,"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."}}