{"id":"W2602019919","doi":"10.1016/j.aap.2017.03.006","title":"Are older drivers’ on-road driving error rates related to functional performance and/or self-reported driving experiences?","year":2017,"lang":"en","type":"article","venue":"Accident Analysis & Prevention","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Waterloo; Ottawa Hospital; McGill University","funders":"Australian Research Council; Networks of Centres of Excellence of Canada; Canadian Institutes of Health Research; Ottawa Hospital Research Institute; State Government of Victoria; Transport Accident Commission; Waka Kotahi New Zealand Transport Agency; Eastern Health","keywords":"Poison control; Human factors and ergonomics; Injury prevention; Transport engineering; Occupational safety and health; Self driving; Suicide prevention; Engineering; Medical emergency; Computer science; Psychology; Medicine","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00105388,0.0003517623,0.0006481824,0.0005735132,0.003693146,0.0001489398,0.0003994168,0.0002046425,0.002561349],"category_scores_gemma":[0.0008818517,0.0002954973,0.0002785955,0.0006264331,0.00006750774,0.0009713243,0.0005599922,0.0004821482,0.0003476702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002591125,"about_ca_system_score_gemma":0.00008347201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001206085,"about_ca_topic_score_gemma":0.01159813,"domain_scores_codex":[0.9965612,0.0003349724,0.0009781558,0.0008682223,0.0006511793,0.0006063213],"domain_scores_gemma":[0.9963725,0.0002388493,0.001844807,0.0009782815,0.0003590842,0.0002064715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002273727,0.0001007293,0.9862744,0.00001743969,0.001763066,0.00001022114,0.009459329,0.0001098965,0.00005509735,0.000009277103,0.0009201916,0.001257682],"study_design_scores_gemma":[0.0007848464,0.0001104372,0.9822471,0.0009163042,0.001216358,0.000002067681,0.01181967,0.002323049,0.00004179731,0.00004251,0.0001537174,0.0003421159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962973,0.00002745543,0.0002124287,0.0008431275,0.0008131744,0.000896163,2.648125e-7,0.0002385502,0.0006715622],"genre_scores_gemma":[0.9855618,0.0001162644,0.0002540058,0.0001477468,0.0001239485,0.000438298,0.00002370818,0.00003290037,0.01330136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01262979,"threshold_uncertainty_score":0.9999497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06372568668640302,"score_gpt":0.415903118360639,"score_spread":0.352177431674236,"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."}}