{"id":"W6962746460","doi":"10.17605/osf.io/uby45","title":"Real time location system techonolgy and older adults with cognitive impairment","year":2021,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cognitive impairment; Cognition; Activities of daily living; Staffing; Memory impairment; Cognitive decline; Independent living","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":[0.000866636,0.0002710967,0.0001686801,0.001561121,0.0006321863,0.002202897,0.0004126455,0.0007234818,0.007853544],"category_scores_gemma":[0.00472871,0.00009971319,0.0003692665,0.001593739,0.0005662744,0.002299743,0.001857327,0.0008161993,0.00209827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313798,"about_ca_system_score_gemma":0.001496463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01446134,"about_ca_topic_score_gemma":0.02118536,"domain_scores_codex":[0.9991511,0.0001784238,0.0001062958,0.00008664645,0.00035328,0.0001242923],"domain_scores_gemma":[0.9983909,0.0003187236,0.0003830524,0.00008024383,0.0005931173,0.0002341307],"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":[0.0002183093,0.0002386214,0.2353929,0.001214572,0.00005402482,0.0003991966,0.00452222,0.0003694792,0.0006279714,0.01234106,0.05655064,0.6880711],"study_design_scores_gemma":[0.00004358897,0.0007461476,0.3935681,0.003650096,0.000208647,0.003217584,0.01471174,0.001745308,0.00079485,0.005566916,0.5756489,0.00009812747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.479319,0.1076226,0.01038709,0.03395551,0.00272796,0.0005322814,0.003684798,0.0004512302,0.3613195],"genre_scores_gemma":[0.909644,0.04773331,0.006353851,0.00361302,0.0005916132,0.0002076657,0.001443443,0.00002818934,0.03038477],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01446134,"threshold_uncertainty_score":0.02875435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075146072876428,"score_gpt":0.2722801073529351,"score_spread":0.2615286466241709,"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."}}