{"id":"W2896014088","doi":"10.1016/j.jalz.2018.06.2678","title":"O2‐07‐04: DESIGNING FOR DEMENTIA: THE IMPACT OF INTERACTIVE AMBIENT TECHNOLOGY ON WELL‐BEING IN LONG‐TERM CARE HOMES","year":2018,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Deer Lodge Centre; University of Toronto; Ontario Long Term Care Association","funders":"","keywords":"Dementia; Respite care; Screaming; Medicine; Paranoia; Psychology; Quality of life (healthcare); Gerontology; Nursing; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004919987,0.0002433882,0.0003026697,0.0004514515,0.0005251972,0.00005073546,0.0008188405,0.0002610086,0.0001847387],"category_scores_gemma":[0.0001466657,0.0001933746,0.0001726131,0.0006437223,0.0008852471,0.0002390496,0.0002107368,0.0002831016,0.00006093004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007532074,"about_ca_system_score_gemma":0.0001632545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001223941,"about_ca_topic_score_gemma":0.005264505,"domain_scores_codex":[0.9980129,0.000157971,0.0004067,0.0004605937,0.0002768529,0.0006849748],"domain_scores_gemma":[0.9987023,0.0002096528,0.0002982093,0.0004593037,0.0002726752,0.00005782109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004003515,0.0005607411,0.6812087,0.00002458588,0.0193372,0.00002514271,0.0776589,0.0000294284,0.006281992,0.01069578,0.00341067,0.2003665],"study_design_scores_gemma":[0.004826779,0.003869355,0.392873,0.0007402991,0.009995416,0.000008691961,0.0584647,0.0001284715,0.5098794,0.01363729,0.004190161,0.001386409],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764212,0.01312866,0.001653112,0.001635594,0.0006840082,0.002071428,0.00001448075,0.0002668425,0.004124701],"genre_scores_gemma":[0.9984671,0.00007088461,0.00107432,0.00007881409,0.0001014733,0.0001619312,0.000009711784,0.00002992804,0.000005765335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5035974,"threshold_uncertainty_score":0.7885585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774282509110882,"score_gpt":0.3260687885343202,"score_spread":0.3083259634432114,"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."}}