{"id":"W2063593735","doi":"10.1016/j.aap.2010.01.009","title":"Near peripheral motion detection threshold correlates with self-reported failures of attention in younger and older drivers","year":2010,"lang":"en","type":"article","venue":"Accident Analysis & Prevention","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Transport Canada","funders":"Ontario Neurotrauma Foundation; National Science Council; University of Ottawa","keywords":"Poison control; Audiology; Motion (physics); Injury prevention; Contrast (vision); Driving simulation; Perception; Occupational safety and health; Human factors and ergonomics; Psychology; Physical medicine and rehabilitation; Medicine; Simulation; Engineering; Computer science; Artificial intelligence; Medical emergency","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":[],"consensus_categories":[],"category_scores_codex":[0.0007039048,0.0001892131,0.0003924339,0.000437192,0.0004020861,0.00002936661,0.0000859029,0.0002037942,0.0002362668],"category_scores_gemma":[0.00007282972,0.0001631596,0.0001555182,0.0008961107,0.00007218587,0.0006346098,0.00007656281,0.0005034508,0.000008677939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001030879,"about_ca_system_score_gemma":0.00004020877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099364,"about_ca_topic_score_gemma":0.138872,"domain_scores_codex":[0.9980513,0.0002265723,0.0006974146,0.0004056606,0.0003402062,0.0002788675],"domain_scores_gemma":[0.9986434,0.00007503286,0.0006449729,0.0003049377,0.0002787078,0.00005292825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002356858,0.0001182734,0.9903138,0.00002410623,0.001082945,0.000002383099,0.0019478,0.0001941254,0.005366159,0.00003635165,0.00001601372,0.0008745048],"study_design_scores_gemma":[0.001084353,0.00006934166,0.9894089,0.0001464092,0.002078454,0.000002128324,0.001375528,0.005296933,0.0001691018,0.0001998592,0.00001394644,0.0001550722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959095,0.00004384035,0.002790428,0.0001573442,0.0002333626,0.0006673232,2.746918e-7,0.00009211315,0.0001057813],"genre_scores_gemma":[0.9988053,0.00006911025,0.0005126446,0.00001470317,0.0000492578,0.00009124049,0.00004293855,0.00001916861,0.0003956427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1377726,"threshold_uncertainty_score":0.8768414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142563351044291,"score_gpt":0.3224254612206361,"score_spread":0.3109998277101932,"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."}}