{"id":"W2301566833","doi":"10.4018/978-1-61692-857-5.ch016","title":"State-of-the-Art Assistive Technology for People with Dementia","year":2011,"lang":"en","type":"book-chapter","venue":"Advances in computational intelligence and robotics book series","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Mental health; Dementia; Scope (computer science); Work (physics); Independent living; Health care; Plan (archaeology); Computer science; Telecare; Home automation; Applied psychology; Human–computer interaction; Psychology; Knowledge management; Engineering; Telemedicine; Gerontology; Medicine; Psychiatry; Telecommunications","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":[0.0001880167,0.0008180552,0.000383271,0.001014758,0.0005046723,0.001737114,0.0006435568,0.00106746,0.03968314],"category_scores_gemma":[0.0004588171,0.0002069946,0.0003093338,0.001222696,0.0003166454,0.00239742,0.001002932,0.001212377,0.02302165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004501297,"about_ca_system_score_gemma":0.0005855313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008802837,"about_ca_topic_score_gemma":0.003336471,"domain_scores_codex":[0.9998322,0.000016495,0.000009849624,0.00003397911,0.00009460217,0.00001282964],"domain_scores_gemma":[0.9998214,0.00008586885,0.000009243478,0.00001582484,0.00004567241,0.00002200177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001903788,0.00004766754,0.0001743739,0.0007342996,0.000005246013,0.000122503,0.0004245243,0.0002407472,0.002031263,0.01710654,0.3318492,0.6472446],"study_design_scores_gemma":[0.000002314745,0.00002753662,0.0007039211,0.0004369458,0.000004886111,0.0008163545,0.0001146434,0.0004032784,0.000615482,0.004936859,0.9919292,0.000008497029],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002868794,0.2772336,0.02786881,0.004249584,0.006766461,0.0001065847,0.0006043438,0.001256546,0.6790452],"genre_scores_gemma":[0.009482058,0.1269875,0.01670859,0.001989884,0.001335674,0.00007894186,0.0006871063,0.0002703544,0.84246],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03968314,"threshold_uncertainty_score":0.1327533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307776577622172,"score_gpt":0.2574042031393364,"score_spread":0.2343264373631146,"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."}}