{"id":"W1550664274","doi":"10.1111/j.1528-1167.2007.01051.x","title":"Impact of Mandatory Physician Reporting on Accident Risk in Epilepsy","year":2007,"lang":"en","type":"article","venue":"Epilepsia","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; Western University","funders":"","keywords":"Epilepsy; Relative risk; Medicine; Demography; Pediatrics; Psychiatry; Internal medicine; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00329438,0.0002151298,0.0005543404,0.0002578176,0.0003190408,0.000003624713,0.0001772391,0.0001421798,0.0001399106],"category_scores_gemma":[0.00232433,0.0001757161,0.000197455,0.0003462831,0.00006145085,0.0001038244,0.0001371806,0.0009026848,0.0002206072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004609115,"about_ca_system_score_gemma":0.000146768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00154337,"about_ca_topic_score_gemma":0.002306133,"domain_scores_codex":[0.996437,0.0003083379,0.001848087,0.0003517114,0.0003219577,0.000732971],"domain_scores_gemma":[0.9958249,0.001046927,0.002346381,0.0005489701,0.0001299384,0.0001028911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000548355,0.0001502363,0.9846167,0.00005105684,0.00005542336,0.00003536452,0.003983887,0.00004065456,0.0002349131,0.00008901004,0.005065484,0.005622437],"study_design_scores_gemma":[0.0007183705,0.0001974009,0.9961137,0.0006230604,0.0000165396,6.556277e-7,0.001335193,0.00002399426,0.0001449915,0.0003376406,0.000333417,0.0001550144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811037,0.00006813555,0.0001319887,0.00008767856,0.0005473649,0.0005238652,0.00001223555,0.00008176832,0.0174433],"genre_scores_gemma":[0.9987703,0.00005784374,0.0001922152,0.0002082281,0.000352549,0.00002740451,0.000006079902,0.00003713225,0.00034826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01766663,"threshold_uncertainty_score":0.7165495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05375270360737801,"score_gpt":0.457936780251107,"score_spread":0.404184076643729,"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."}}