{"id":"W3111791014","doi":"10.1002/alz.043171","title":"A sensor technology to continuously monitor changes in cognition","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; ROWE; Activities of daily living; Physical medicine and rehabilitation; Psychology; Gerontology; Computer science; Medicine; Simulation; Physical therapy","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":[0.0008878439,0.0005741168,0.0003649589,0.001404311,0.0002102691,0.001125234,0.0006293782,0.0007143262,0.003115333],"category_scores_gemma":[0.002396779,0.0002320308,0.0003367028,0.001117491,0.0003328031,0.0008889472,0.000578627,0.000679782,0.000904308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003151336,"about_ca_system_score_gemma":0.000367717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007893731,"about_ca_topic_score_gemma":0.001138611,"domain_scores_codex":[0.9992324,0.0001802956,0.00005256883,0.000170527,0.0003291658,0.00003509027],"domain_scores_gemma":[0.9988258,0.0004640669,0.00017858,0.0001119878,0.0003673994,0.00005204254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005639494,0.0006835979,0.09850331,0.001191143,0.0002891636,0.0002786877,0.0006320215,0.001835167,0.2449118,0.004042543,0.01113301,0.6359355],"study_design_scores_gemma":[0.0003574037,0.007437441,0.418184,0.001279159,0.001324003,0.005990453,0.002336472,0.04664929,0.3617537,0.01701884,0.1372712,0.000397991],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4810222,0.02355342,0.4326742,0.003583374,0.002498204,0.0008898932,0.005169412,0.004260281,0.04634897],"genre_scores_gemma":[0.7753636,0.007314868,0.2012556,0.002089449,0.0007117867,0.0009867422,0.00121127,0.0001125337,0.01095411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003115333,"threshold_uncertainty_score":0.01042181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03873591272007571,"score_gpt":0.2784383624740124,"score_spread":0.2397024497539367,"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."}}