{"id":"W2955931876","doi":"10.1080/17538157.2019.1624968","title":"Interconnected living in a quarter for persons with dementia","year":2019,"lang":"en","type":"article","venue":"Informatics for Health and Social Care","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Dementia; Psychological intervention; Work (physics); Activities of daily living; Gerontology; Perception; Medicine; Assisted living; Psychology; Nursing; Psychiatry; Disease; Engineering; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008912669,0.0004556509,0.0002049404,0.0004369177,0.001470026,0.001607885,0.000693695,0.0006396229,0.003260805],"category_scores_gemma":[0.002211457,0.0001035932,0.0003950133,0.0003080548,0.001266683,0.001391073,0.003114546,0.0006057416,0.0003282189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008437989,"about_ca_system_score_gemma":0.001455776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001443016,"about_ca_topic_score_gemma":0.003784271,"domain_scores_codex":[0.9990797,0.0005632068,0.00005540008,0.00009193004,0.0001032303,0.0001064942],"domain_scores_gemma":[0.9991152,0.0001677536,0.0002480564,0.00007873069,0.0001192698,0.0002710006],"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":[0.0008364214,0.002219958,0.1881305,0.002306535,0.0001429668,0.003588971,0.1391409,0.001730826,0.01360095,0.0158912,0.01388095,0.6185299],"study_design_scores_gemma":[0.0002217084,0.00695524,0.299881,0.002522326,0.0004357761,0.01321136,0.4094832,0.008393609,0.007310983,0.02288871,0.2284369,0.0002593399],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528914,0.002239679,0.0168968,0.004525542,0.000226389,0.0002642617,0.0001073703,0.0001898035,0.02265876],"genre_scores_gemma":[0.9864824,0.0005891919,0.01020844,0.000511257,0.0000441252,0.0001040642,0.00005193292,0.000006839763,0.002001748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003260805,"threshold_uncertainty_score":0.01090842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800536991807949,"score_gpt":0.2807642604733174,"score_spread":0.2627588905552379,"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."}}