{"id":"W3006007623","doi":"10.1016/j.ssci.2020.104652","title":"A comparison of older drivers’ driving patterns during a naturalistic on-road driving task with patterns from their preceding four-months of real-world driving","year":2020,"lang":"en","type":"article","venue":"Safety Science","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Ottawa Hospital; McGill University; University of Manitoba","funders":"Australian Research Council","keywords":"Poison control; Task (project management); Human factors and ergonomics; Injury prevention; Transport engineering; Global Positioning System; Geography; Engineering; Simulation; Medicine; Medical emergency; Telecommunications","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":[0.0002578999,0.0001896315,0.0001915929,0.0008189865,0.000332363,0.0003481846,0.000190264,0.0003239197,0.000776589],"category_scores_gemma":[0.001484714,0.00011827,0.0002388845,0.000441,0.0001147382,0.0003054881,0.0003940837,0.0001532339,0.0002388688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195473,"about_ca_system_score_gemma":0.0002165261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01625625,"about_ca_topic_score_gemma":0.03970674,"domain_scores_codex":[0.9998415,0.00003359317,0.00002314731,0.00004103669,0.00002763251,0.00003313385],"domain_scores_gemma":[0.9992673,0.0001381595,0.0001922361,0.00004334543,0.0001748141,0.0001841179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008940703,0.0003572751,0.9876935,0.00003662221,0.00007957825,0.00009427404,0.002486066,0.00005031738,0.002969484,0.000009826363,0.0001441948,0.005184805],"study_design_scores_gemma":[0.000002482022,0.0001305955,0.9989821,0.00000163456,0.000005800084,0.00002945509,0.0006673892,0.00003782022,0.00005700246,0.000002619729,0.00008112453,0.000002035446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997527,0.0000108866,0.0000166927,0.000002252968,0.00000125478,0.000003463846,0.00008547235,0.000001025207,0.0001261679],"genre_scores_gemma":[0.9993129,0.00002116924,0.00005067043,0.00000544706,0.000002866339,0.00001200875,0.0003860428,9.633593e-7,0.0002080098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01625625,"threshold_uncertainty_score":0.03232324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05301843414968611,"score_gpt":0.3685299065858648,"score_spread":0.3155114724361787,"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."}}