{"id":"W3024022548","doi":"10.1097/jom.0000000000001914","title":"Medical Conditions and Crash Risk in Commercial Motor Vehicle Drivers","year":2020,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health","funders":"","keywords":"Medicine; Medical diagnosis; Prospective cohort study; Crash; Occupational safety and health; Diabetes mellitus; Poison control; Environmental health; Injury prevention; Emergency medicine; Medical emergency; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003642623,0.0001219253,0.0001163772,0.001016109,0.0002795284,0.000485674,0.0002605168,0.0002892279,0.002348241],"category_scores_gemma":[0.002422392,0.0001266309,0.0003017141,0.0008089958,0.0001660575,0.0003251152,0.000431373,0.000368516,0.0001892731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004473662,"about_ca_system_score_gemma":0.0005798026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03294833,"about_ca_topic_score_gemma":0.03656936,"domain_scores_codex":[0.999708,0.00005723526,0.00003940878,0.00004684973,0.00008089043,0.00006752707],"domain_scores_gemma":[0.9985524,0.0002845004,0.0007076566,0.00005431219,0.0002326935,0.0001684515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002121624,0.00001231294,0.9994875,0.000004101979,0.0000138282,0.00001449274,0.00001795504,0.00001308268,0.00002307283,0.000006232277,0.00003254697,0.000353522],"study_design_scores_gemma":[9.048922e-7,0.00001760757,0.9996712,0.00000473698,0.000007328743,0.00005294948,0.0001010815,0.0000530308,0.00002108299,0.000006108527,0.00006312138,8.188362e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984641,0.0003920449,0.00002889287,0.0000554517,0.000004727719,0.000005051288,0.0006402799,0.000001888567,0.0004075704],"genre_scores_gemma":[0.999404,0.0001285457,0.00001852184,0.00001049881,0.000005798772,0.000002242313,0.0003180484,3.82033e-7,0.0001119817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03294833,"threshold_uncertainty_score":0.06551307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04593856922968487,"score_gpt":0.3792787910566904,"score_spread":0.3333402218270055,"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."}}