{"id":"W2049423136","doi":"10.1016/j.jalz.2008.05.403","title":"S3‐05–06: An intelligent enviornment to support aging‐in‐place and independence","year":2008,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dementia; Activities of daily living; Psychology; Computer science; Tracking (education); Disease; Human–computer interaction; Applied psychology; Gerontology; Medicine; Psychiatry","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":[0.0004667164,0.0005601707,0.0002710166,0.0003254551,0.0005686938,0.0008381308,0.0008482949,0.0006461544,0.01287492],"category_scores_gemma":[0.0006341264,0.0001464623,0.0005415807,0.0001987712,0.0002730763,0.000690373,0.001544436,0.0004768444,0.005021893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002937689,"about_ca_system_score_gemma":0.001007258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00257806,"about_ca_topic_score_gemma":0.006504257,"domain_scores_codex":[0.9998562,0.00002781344,0.000009254915,0.00002693012,0.00005411058,0.00002554862],"domain_scores_gemma":[0.9997361,0.00002737216,0.000009037784,0.00002968988,0.0000710559,0.0001267551],"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":[0.001563156,0.004521691,0.01387998,0.000405706,0.00008618363,0.0008959671,0.002133066,0.00238872,0.04168559,0.004319785,0.1452076,0.7829126],"study_design_scores_gemma":[0.001158529,0.01634235,0.06919325,0.0003450304,0.0004104538,0.003800712,0.002751508,0.06165054,0.03894648,0.00715172,0.797936,0.0003135548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5982032,0.001149492,0.1542176,0.002683762,0.00109591,0.002050061,0.003460299,0.02804787,0.2090918],"genre_scores_gemma":[0.6297212,0.0009374955,0.1987824,0.002126918,0.0001391624,0.001067467,0.005431705,0.000668425,0.1611252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01287492,"threshold_uncertainty_score":0.04307091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05747210864721951,"score_gpt":0.2868046317533971,"score_spread":0.2293325231061776,"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."}}