{"id":"W2168431821","doi":"10.4017/gt.2011.10.2.004.00","title":"Wireless telesurveillance system for detecting dementia","year":2011,"lang":"en","type":"article","venue":"Gerontechnology","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Department of Agriculture","funders":"Agency for Healthcare Research and Quality","keywords":"Dementia; Wireless; Computer science; Telecommunications; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004201935,0.0003875201,0.0002440549,0.0005668947,0.0001126733,0.0002606279,0.0002687169,0.0002852344,0.001280516],"category_scores_gemma":[0.001301108,0.0001049512,0.0001248304,0.0002128969,0.00008864985,0.0002761332,0.0003300548,0.0001684636,0.0004622448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291872,"about_ca_system_score_gemma":0.0001006904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009239779,"about_ca_topic_score_gemma":0.001343043,"domain_scores_codex":[0.9997643,0.0000850768,0.0000187554,0.00004640033,0.00006157663,0.00002395921],"domain_scores_gemma":[0.9995711,0.00011665,0.0001021798,0.00002387023,0.0001418635,0.00004421033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002126702,0.0003270195,0.6216034,0.0003384659,0.0001274511,0.001245424,0.000251129,0.001088641,0.04738542,0.0002159288,0.003598435,0.3216921],"study_design_scores_gemma":[0.000239063,0.004812619,0.9039382,0.0001674857,0.0004391311,0.008437457,0.0004707243,0.05092999,0.02297684,0.0005028603,0.007014059,0.00007163639],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980569,0.001849781,0.01420717,0.0001265689,0.00004941192,0.0001069652,0.0005028387,0.0005441376,0.00204405],"genre_scores_gemma":[0.9859443,0.0004636815,0.01241112,0.00007445334,0.00005451728,0.00008138155,0.0003264667,0.000005154009,0.0006388616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001280516,"threshold_uncertainty_score":0.004283726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04882548381931368,"score_gpt":0.2393444292692111,"score_spread":0.1905189454498974,"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."}}