{"id":"W2134722575","doi":"10.1080/15389588.2011.638016","title":"Recent Changes in the Age Composition of Drivers in 15 Countries","year":2012,"lang":"en","type":"article","venue":"Traffic Injury Prevention","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poison control; Composition (language); Human factors and ergonomics; Occupational safety and health; Injury prevention; Suicide prevention; Forensic engineering; Environmental health; Engineering; Transport engineering; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008043181,0.0001599566,0.0002704529,0.001566007,0.0003111306,0.0007332765,0.0003176596,0.0004517555,0.001206643],"category_scores_gemma":[0.003560719,0.0002010561,0.0005453502,0.001590056,0.0002632845,0.0008703546,0.0005933583,0.0003347065,0.0002093339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004047542,"about_ca_system_score_gemma":0.0003127816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01580461,"about_ca_topic_score_gemma":0.01598584,"domain_scores_codex":[0.9994155,0.0001091642,0.0001154935,0.000143202,0.00008191016,0.0001347726],"domain_scores_gemma":[0.9970637,0.0002704707,0.001652277,0.000114083,0.0006017158,0.000297859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004782882,0.00001292888,0.9966065,0.00002655487,0.00006355231,0.00006165625,0.0002560291,0.0001037956,0.0001243599,0.00002514448,0.0000925472,0.002579153],"study_design_scores_gemma":[0.000001471238,0.00003092349,0.9989435,0.00001084822,0.00001284858,0.0001342608,0.0003962773,0.00005165944,0.00005102132,0.000005897411,0.0003579514,0.000003243334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983057,0.0006083446,0.00005723363,0.00005962678,0.00001020069,0.000005184416,0.0005622845,0.000003610569,0.0003876813],"genre_scores_gemma":[0.9989185,0.0002985176,0.00005185622,0.00002139632,0.000006967787,0.000004690218,0.0005743994,0.000001191193,0.0001224545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01580461,"threshold_uncertainty_score":0.03142524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05219834490734059,"score_gpt":0.3958640357796096,"score_spread":0.343665690872269,"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."}}