{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009961578,0.0003965069,0.0005875847,0.0004143589,0.0003209303,0.002246868,0.002851505,0.0003288299,0.0003230557],"category_scores_gemma":[0.000140379,0.0003375604,0.00003895427,0.002396464,0.000466749,0.0009048472,0.001805301,0.0003754148,0.0003163718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002734586,"about_ca_system_score_gemma":0.001141108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332079,"about_ca_topic_score_gemma":0.0001446691,"domain_scores_codex":[0.9962434,0.0001782637,0.0003156399,0.001752086,0.000992845,0.0005177727],"domain_scores_gemma":[0.9970956,0.0002634201,0.0005164027,0.001298471,0.0005355328,0.0002906108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003295811,0.001502639,0.002626927,0.003279553,0.0006778047,0.0008495589,0.02081548,0.00000731998,0.0005453473,0.02337728,0.07492815,0.8710604],"study_design_scores_gemma":[0.01946397,0.005464167,0.04530114,0.7043973,0.0007287867,0.006083821,0.03950343,0.04731696,0.006415518,0.001395345,0.105527,0.01840262],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002287261,0.00081037,0.3700457,0.0005249691,0.001496019,0.006547291,0.0000613654,0.0008859053,0.6173412],"genre_scores_gemma":[0.6696005,0.0001250947,0.1111842,0.0004565135,0.0006706094,0.001342649,0.00006374092,0.000440078,0.2161166],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8526577,"threshold_uncertainty_score":0.9999076,"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."}}