{"id":"W4408340973","doi":"10.1016/j.trf.2025.03.004","title":"Association of cognitive and physical traits with on-road driving performance in Brazilian older adults","year":2025,"lang":"en","type":"article","venue":"Transportation Research Part F Traffic Psychology and Behaviour","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University; Institut Universitaire de Gériatrie de Montréal","funders":"Fundação de Apoio à Pesquisa do Distrito Federal","keywords":"Cognition; Human factors and ergonomics; Association (psychology); Poison control; Occupational safety and health; Injury prevention; Transport engineering; Suicide prevention; Gerontology; Engineering; Psychology; Environmental health; Medicine; Psychiatry","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":[0.0005928574,0.0003907011,0.0004589991,0.0009967331,0.0005534978,0.0007251965,0.0003453179,0.0005681114,0.001295037],"category_scores_gemma":[0.002823306,0.0003692625,0.0007009092,0.001300918,0.0003931947,0.0003542604,0.0005507079,0.0005747257,0.0001610807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004990784,"about_ca_system_score_gemma":0.00051398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07929343,"about_ca_topic_score_gemma":0.1146887,"domain_scores_codex":[0.9996904,0.00004716873,0.00005163735,0.00007177777,0.00004711433,0.00009201028],"domain_scores_gemma":[0.9989198,0.00017029,0.0003970805,0.00006899335,0.0002527735,0.0001909482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000275874,0.00006410795,0.9975657,0.00001692243,0.00006024171,0.00003775216,0.0006943966,0.00000935446,0.0001186649,0.00002469447,0.00004309906,0.001337532],"study_design_scores_gemma":[0.000001290402,0.00003271007,0.998841,0.00000931533,0.00002545588,0.00003417439,0.0008928397,0.00002715919,0.000009011093,0.00001889804,0.0001059203,0.000002317151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988518,0.0002638999,0.00003169285,0.00005317336,0.000005939324,0.000005121599,0.0001221223,0.000001052241,0.0006650827],"genre_scores_gemma":[0.9992969,0.0001823751,0.00004903514,0.00003099978,0.000004954207,0.000005248984,0.00013545,0.0000011402,0.0002937962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07929343,"threshold_uncertainty_score":0.1576638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04382997688010811,"score_gpt":0.452070259883455,"score_spread":0.4082402830033469,"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."}}