{"id":"W4390200501","doi":"10.1002/alz.079209","title":"Examining the Driving Habits of Older Canadians as Captured by the COMPASS‐ND Study","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Toronto Rehabilitation Institute; University of Waterloo; Sunnybrook Health Science Centre; Baycrest Hospital; University Health Network","funders":"","keywords":"Cognitive decline; Cognition; Dementia; Population; Compass; Gerontology; Psychology; Demography; Medicine; Disease; Geography; Environmental health; Psychiatry; Cartography","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":[0.001284593,0.000455414,0.0003923844,0.002403599,0.002550357,0.001252457,0.001412892,0.0006062115,0.001627732],"category_scores_gemma":[0.003644141,0.0002759468,0.0007201929,0.004659011,0.0005060288,0.0004388742,0.001017617,0.0005646254,0.0003044974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01044473,"about_ca_system_score_gemma":0.0113303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9805161,"about_ca_topic_score_gemma":0.9851488,"domain_scores_codex":[0.9987162,0.00008404684,0.0001146399,0.0002561569,0.0005074748,0.0003215052],"domain_scores_gemma":[0.9970269,0.0000904835,0.000634058,0.0001555509,0.001631101,0.0004620341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004595322,0.00002012925,0.9962191,0.00003107948,0.0000573848,0.00002316538,0.0005254481,0.00004015683,0.0000860745,0.00005134638,0.001063391,0.001836729],"study_design_scores_gemma":[0.000002415475,0.000008589809,0.9986412,0.00001759027,0.00001512851,0.00001393487,0.0005461629,0.00005448824,0.00002022996,0.000009935279,0.0006635456,0.000006762439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979305,0.0005652535,0.0001518919,0.0002378205,0.00002751204,0.0001224473,0.01638682,0.000009172834,0.003194026],"genre_scores_gemma":[0.9912743,0.0002881488,0.0002471312,0.0001154829,0.000009757062,0.00006871196,0.007372494,0.000004528986,0.0006192879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01948392,"threshold_uncertainty_score":0.07578218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06821354005300806,"score_gpt":0.362807087596582,"score_spread":0.294593547543574,"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."}}