{"id":"W3088659300","doi":"10.1177/2055668320938591","title":"Smart home technology solution for night-time wandering in persons with dementia","year":2020,"lang":"en","type":"article","venue":"Journal of Rehabilitation and Assistive Technologies Engineering","topic":"Sleep and related disorders","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa; Bruyère; Innovation, Science and Economic Development Canada","funders":"","keywords":"Bedroom; Dementia; Psychology; Anxiety; Psychiatry; Medicine; Engineering; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002605128,0.0003530421,0.0002543234,0.0003531141,0.0002941408,0.0003989386,0.0003287594,0.000479592,0.006077796],"category_scores_gemma":[0.0006978285,0.00008635377,0.0003603225,0.000156781,0.0001242353,0.0004428323,0.000586005,0.0002729472,0.001498619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001885763,"about_ca_system_score_gemma":0.0004030813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015207,"about_ca_topic_score_gemma":0.001899353,"domain_scores_codex":[0.9998851,0.00002624715,0.00001266269,0.00001540563,0.00004122244,0.00001936469],"domain_scores_gemma":[0.9998239,0.00003742994,0.00002355401,0.0000146746,0.00006352273,0.00003696847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001285685,0.0008078137,0.01879821,0.001383663,0.00009937665,0.00123049,0.001493087,0.000649247,0.03810823,0.0008890731,0.03683126,0.8984239],"study_design_scores_gemma":[0.001811471,0.01621943,0.3184903,0.003011306,0.001653119,0.02225123,0.007564698,0.03831059,0.1080311,0.006502497,0.475679,0.0004752429],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7995518,0.01906378,0.1110997,0.004456125,0.00111677,0.001552284,0.002511335,0.01165247,0.0489956],"genre_scores_gemma":[0.9158724,0.005144498,0.05400679,0.001309767,0.0001442307,0.0006606243,0.001110102,0.00007467721,0.02167693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006077796,"threshold_uncertainty_score":0.02033228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00740952154470474,"score_gpt":0.2299981060668313,"score_spread":0.2225885845221265,"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."}}