{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002244256,0.00008295997,0.0001973968,0.00009219242,0.0001627286,0.0001166278,0.0001237575,0.00004930555,0.000001643408],"category_scores_gemma":[0.00002105882,0.00007624281,0.0000417649,0.00009188657,0.00001126131,0.0005134144,0.00003440652,0.00006739435,0.000003226791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007960963,"about_ca_system_score_gemma":0.0002266662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005775158,"about_ca_topic_score_gemma":0.0007074244,"domain_scores_codex":[0.9992604,0.0000193881,0.0002745575,0.00009187552,0.00009945848,0.000254359],"domain_scores_gemma":[0.9993615,0.0002021286,0.000149792,0.0000891657,0.0001295591,0.0000679044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005810885,0.00002749391,0.01589125,0.003690868,0.00004521681,1.933703e-7,0.8884998,0.00000198037,0.000002329122,0.003092816,0.001268512,0.08742142],"study_design_scores_gemma":[0.009138359,0.004733988,0.01291381,0.001695251,0.00003412004,0.00003194532,0.8149378,0.1039673,0.00002839154,0.0005482189,0.05076976,0.001201001],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6400482,0.0001746465,0.3545572,0.001628559,0.0003506722,0.002502603,0.00008479173,0.0000989546,0.0005544323],"genre_scores_gemma":[0.9947442,0.000001351877,0.00375609,0.001298674,0.00003014939,0.0001328593,0.00001845568,0.000005429641,0.00001273674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3546961,"threshold_uncertainty_score":0.3109092,"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."}}