{"id":"W3111566570","doi":"10.3389/fpsyg.2020.585508","title":"Art Training in Dementia: A Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada; York University","keywords":"Dementia; Recall; Psychology; Cognition; Working memory; Randomized controlled trial; Memory span; Cognitive training; Working memory training; Free recall; Visual memory; Cognitive psychology; Audiology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003933417,0.001372872,0.004459554,0.001038435,0.0008301905,0.001593782,0.001225677,0.003798516,0.0140338],"category_scores_gemma":[0.006031252,0.0006738716,0.003109755,0.0009736161,0.001441181,0.001571769,0.0005777957,0.002433458,0.0009905088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064143,"about_ca_system_score_gemma":0.002149376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001504118,"about_ca_topic_score_gemma":0.002663655,"domain_scores_codex":[0.9972813,0.0016098,0.0003168802,0.0003818367,0.0002154388,0.000194798],"domain_scores_gemma":[0.997925,0.0009846601,0.0005039023,0.000100887,0.0001424559,0.0003431092],"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":[0.9695331,0.004065236,0.0002260278,0.007446527,0.001946461,0.00004443712,0.00004272599,0.0001370777,0.0004460523,0.0002197263,0.0007605827,0.01513208],"study_design_scores_gemma":[0.9871404,0.01090125,0.0002933432,0.0003542656,0.0006605163,0.00001008567,0.00001439524,0.0001036476,0.00005205148,0.00009722893,0.0003667163,0.000006279795],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7596842,0.1414472,0.004750147,0.006026739,0.01130709,0.06247282,0.003503164,0.0006037661,0.01020482],"genre_scores_gemma":[0.8689327,0.03153177,0.008472971,0.004581644,0.003741744,0.07398535,0.001082401,0.00004548656,0.007625772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0140338,"threshold_uncertainty_score":0.04694772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05072284260498756,"score_gpt":0.3145237593624046,"score_spread":0.263800916757417,"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."}}