{"id":"W4206360042","doi":"10.3389/fspor.2021.796101","title":"Improvisational Movement to Improve Quality of Life in Older Adults With Early-Stage Dementia: A Pilot Study","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sports and Active Living","topic":"Music Therapy and Health","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Institute on Aging; Translational Science Center, Wake Forest University; Wake Forest University; National Center for Advancing Translational Sciences; National Center for Complementary and Integrative Health; BlueCross BlueShield of North Carolina Foundation","keywords":"Mood; Dementia; Quality of life (healthcare); Psychology; Attendance; Dance therapy; Cognition; Dance; Intervention (counseling); Randomized controlled trial; Physical medicine and rehabilitation; Physical therapy; Gerontology; Clinical psychology; Medicine; Disease; Psychiatry; Psychotherapist; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009003346,0.0001239281,0.0003112792,0.0002051916,0.00009508577,0.000008210856,0.00009076745,0.00001992783,0.0008534407],"category_scores_gemma":[0.00001211321,0.0001178992,0.00001733866,0.0001944689,0.00002852623,0.00008100471,0.00009182264,0.0002399343,1.68927e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027642,"about_ca_system_score_gemma":0.0000716607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007312181,"about_ca_topic_score_gemma":0.001126836,"domain_scores_codex":[0.9984649,0.0001802471,0.0004169729,0.0003995973,0.0002863265,0.0002519978],"domain_scores_gemma":[0.9994299,0.00004555596,0.0002350399,0.0001858207,0.0000246222,0.00007904733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002411989,0.002132857,0.9279966,0.0000331293,0.00007381867,0.00001102483,0.05854689,0.00002903185,0.00002601882,0.0002203717,0.0001472046,0.008371015],"study_design_scores_gemma":[0.002020595,0.001930803,0.9254656,0.00003286871,0.000006801225,1.424222e-7,0.07027798,0.00001576717,0.000002220873,0.0000451624,0.0000791053,0.0001229667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969217,0.0001383162,0.000651857,0.00007064454,0.0005188354,0.001291269,0.00004660779,0.00000874884,0.0003520821],"genre_scores_gemma":[0.9984386,0.000004308888,0.0003765591,0.000555872,0.00003974364,0.0003399411,0.00000389609,0.00001423976,0.0002268472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01173109,"threshold_uncertainty_score":0.9992982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01875665432833206,"score_gpt":0.2938788869332017,"score_spread":0.2751222326048697,"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."}}