{"id":"W2984507830","doi":"10.3390/geriatrics4040063","title":"Semi-Autonomous Vehicles as a Cognitive Assistive Device for Older Adults","year":2019,"lang":"en","type":"article","venue":"Geriatrics","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Carleton University; Bruyère; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Cognition; Cognitive decline; Cognitive skill; Population; Medicine; Gerontology; Activities of daily living; Environmental health; Dementia; Physical therapy; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004622224,0.0002814323,0.0004626932,0.0001389035,0.0006589257,0.00001871627,0.0002049717,0.0002767136,0.0002898725],"category_scores_gemma":[0.001250239,0.0002564834,0.000132107,0.0003477995,0.00004353808,0.0001474896,0.0002343742,0.0004584365,0.002801351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000215494,"about_ca_system_score_gemma":0.0004127071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002478042,"about_ca_topic_score_gemma":0.0002779723,"domain_scores_codex":[0.9976355,0.0002089883,0.0005244425,0.0005811747,0.0002650807,0.0007848192],"domain_scores_gemma":[0.9952844,0.003094926,0.0003659808,0.0002969162,0.000825258,0.0001325107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005867245,0.000412314,0.892423,0.003331386,0.0004503578,0.00001605685,0.03690987,0.00000867016,0.0002024335,0.0009561336,0.04136786,0.02333519],"study_design_scores_gemma":[0.008090683,0.0003841238,0.9320432,0.001509134,0.0002699584,0.000003310413,0.02763518,0.0003474016,0.000255416,0.000623256,0.0280706,0.0007677477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805115,0.0005015836,0.0005288186,0.0007394636,0.001882135,0.003513118,0.0002290531,0.0002645836,0.01182976],"genre_scores_gemma":[0.9884068,0.00008240408,0.0005812051,0.001411896,0.0006193633,0.0006995753,0.00005743007,0.00007074111,0.008070548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03962019,"threshold_uncertainty_score":0.9999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02505845037550058,"score_gpt":0.3646490482937794,"score_spread":0.3395905979182788,"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."}}