{"id":"W2074551539","doi":"10.1080/10400435.2012.715113","title":"Engaging Older Adults with Dementia in Creative Occupations Using Artificially Intelligent Assistive Technology","year":2012,"lang":"en","type":"article","venue":"Assistive Technology","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; University of Waterloo; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Usability; Dementia; User engagement; Computer science; Psychology; Applied psychology; Human–computer interaction; World Wide Web; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009829857,0.0003866636,0.0002714363,0.0005565024,0.0005928255,0.001197612,0.0003989665,0.0004992087,0.001817135],"category_scores_gemma":[0.003078676,0.0001614094,0.0003499991,0.0002374894,0.0005075214,0.0006946983,0.001685464,0.0003478447,0.0005114641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010628,"about_ca_system_score_gemma":0.0003676309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005359103,"about_ca_topic_score_gemma":0.00169639,"domain_scores_codex":[0.9995765,0.0001888922,0.00005243185,0.00005015001,0.00008236833,0.00004972425],"domain_scores_gemma":[0.9993591,0.0003438843,0.00007217937,0.00006949768,0.00005435871,0.0001010827],"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":[0.00104983,0.004605516,0.1536626,0.001779309,0.00013122,0.003501192,0.1073941,0.001191207,0.03462286,0.001898399,0.005246249,0.6849176],"study_design_scores_gemma":[0.001245619,0.02321239,0.548989,0.00185775,0.0006556559,0.02405238,0.1529091,0.01061615,0.03554168,0.01049396,0.1899471,0.0004793627],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989398,0.0005384262,0.004863885,0.00017504,0.00001754236,0.0002545552,0.00008552877,0.0001178898,0.004549056],"genre_scores_gemma":[0.9802641,0.0005504483,0.01686904,0.0001423598,0.00001179281,0.0002253516,0.00009974486,0.00000770231,0.001829452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001817135,"threshold_uncertainty_score":0.006078959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03960132166750288,"score_gpt":0.2989136369969733,"score_spread":0.2593123153294704,"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."}}