{"id":"W2046577360","doi":"10.1108/17549450200700013","title":"Evaluation of an activity monitoring system for people with dementia","year":2007,"lang":"en","type":"article","venue":"Journal of Assistive Technologies","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alzheimer Society","keywords":"Dementia; Consistency (knowledge bases); Psychology; Service (business); Nursing; Plan (archaeology); Applied psychology; Gerontology; Medicine; Computer science; Business","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00430761,0.00008566917,0.0003070354,0.0002824152,0.0002148752,0.000005044562,0.000148565,0.0001571172,0.000002706523],"category_scores_gemma":[0.0005671119,0.00005970967,0.00005944545,0.0002560242,0.00004415203,0.0001760428,0.00002663396,0.0002711845,4.905735e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004404957,"about_ca_system_score_gemma":0.0003011022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003934878,"about_ca_topic_score_gemma":0.00009507464,"domain_scores_codex":[0.9986506,0.0001253453,0.0003920258,0.00009426138,0.0005290157,0.0002087754],"domain_scores_gemma":[0.9963989,0.0003530226,0.001026058,0.000152495,0.002042867,0.00002660533],"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":[0.002336085,0.0003397219,0.392625,0.0007611316,0.0007462522,0.000009816326,0.002421471,0.00008883147,0.02721586,0.0002851813,0.0006198883,0.5725508],"study_design_scores_gemma":[0.001483247,0.001095309,0.8430699,0.0006149677,0.0007271919,0.00001105911,0.09451546,0.0000577297,0.05805013,0.0002099045,0.00007964635,0.00008548165],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827193,0.0004750852,0.01513417,0.0001609132,0.0007659629,0.0003854041,0.000005533572,0.00009071391,0.0002629049],"genre_scores_gemma":[0.9920199,0.00001116937,0.007802984,5.105273e-7,0.0001313229,0.0000175031,5.577725e-7,0.000009313806,0.000006720186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5724653,"threshold_uncertainty_score":0.243489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07626781301158582,"score_gpt":0.4273191686470855,"score_spread":0.3510513556354997,"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."}}