{"id":"W4390080315","doi":"10.1093/geroni/igad104.3743","title":"IMPROVING COGNITIVE DECLINE FOR PERSONS LIVING WITH DEMENTIA: A RCT ART THERAPY BASED ON THE ETC FRAMEWORK","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adler","funders":"","keywords":"Dementia; Randomized controlled trial; Quality of life (healthcare); Psychological intervention; Cognition; Psychology; Intervention (counseling); Art therapy; Clinical psychology; Gerontology; Medicine; Psychotherapist; 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":[0.004041614,0.0007313974,0.001775355,0.0006924751,0.0007532196,0.0010271,0.0005994464,0.001746977,0.006609072],"category_scores_gemma":[0.005762218,0.0003788852,0.00240286,0.0006416829,0.0006939056,0.0007452957,0.0008409306,0.001554394,0.0003257071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000736763,"about_ca_system_score_gemma":0.002072237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001897891,"about_ca_topic_score_gemma":0.003101008,"domain_scores_codex":[0.9965445,0.002275256,0.0004228386,0.000275077,0.0002610066,0.0002212765],"domain_scores_gemma":[0.9980587,0.001062163,0.0003304837,0.0001458067,0.0001640869,0.0002386729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7619921,0.07832907,0.002879063,0.0207842,0.007686417,0.0002098309,0.001261281,0.0009004698,0.004730012,0.001257712,0.001037934,0.1189319],"study_design_scores_gemma":[0.856675,0.1295139,0.004846497,0.001641007,0.003535242,0.0000443698,0.0003446301,0.000431869,0.0006814363,0.0004073539,0.001850897,0.00002768873],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9458318,0.00864622,0.001714984,0.000668194,0.0007413464,0.03785339,0.0006762485,0.00007202696,0.003795753],"genre_scores_gemma":[0.9468922,0.0035458,0.005531412,0.0006479663,0.0003592486,0.04140715,0.0002210679,0.000006918832,0.001388187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006609072,"threshold_uncertainty_score":0.02210957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05879578489308751,"score_gpt":0.3133850677871249,"score_spread":0.2545892828940374,"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."}}