{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003051097,0.0002562155,0.0002121087,0.000235763,0.001858618,0.001169626,0.0006417194,0.0004258842,0.001579804],"category_scores_gemma":[0.004219119,0.0001568217,0.0002496554,0.0002648392,0.001016878,0.0004676052,0.00108634,0.0003958951,0.0001873448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002550764,"about_ca_system_score_gemma":0.004771503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06241946,"about_ca_topic_score_gemma":0.1970871,"domain_scores_codex":[0.99897,0.000483088,0.00004843716,0.00006981139,0.0002641243,0.0001644466],"domain_scores_gemma":[0.9984731,0.0005795067,0.00009982424,0.00008805645,0.0002702848,0.0004891057],"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":[0.001283759,0.00822195,0.2284891,0.001643051,0.00007276298,0.001446922,0.2184868,0.0007847266,0.02611957,0.0004862359,0.01129022,0.5016748],"study_design_scores_gemma":[0.0003781588,0.0111655,0.8543221,0.0002653127,0.0001561729,0.0005163957,0.09264159,0.0006892178,0.00967261,0.0001967703,0.02990617,0.00009012094],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953181,0.0001086267,0.0005310266,0.0002239897,0.00001059074,0.0003059743,0.00004902307,0.00004435912,0.003408203],"genre_scores_gemma":[0.9915152,0.0002701766,0.005120559,0.0001684732,0.00001132384,0.0003440158,0.0000924943,0.00001320449,0.002464646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06241946,"threshold_uncertainty_score":0.1241123,"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."}}