{"id":"W4408783515","doi":"10.70135/seejph.vi.5937","title":"Epilepsy And Driving Laws: A Global Perspective","year":2025,"lang":"en","type":"article","venue":"South Eastern European Journal of Public Health","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Law; Political science; Law and economics; Sociology; Computer science; Artificial intelligence","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":[0.001654218,0.0003624826,0.0003532542,0.0028239,0.001811743,0.00563136,0.0005458965,0.003552287,0.00575554],"category_scores_gemma":[0.003662755,0.0001950178,0.0004261362,0.003125914,0.004950734,0.007892806,0.002849679,0.00449313,0.000469021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002692418,"about_ca_system_score_gemma":0.003766224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01052062,"about_ca_topic_score_gemma":0.01290018,"domain_scores_codex":[0.998944,0.0003884219,0.00007877765,0.0001240042,0.0001768335,0.0002879479],"domain_scores_gemma":[0.9957956,0.001823093,0.0007731034,0.0001198925,0.0007251246,0.0007632222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006751432,0.0001539668,0.04521673,0.001492278,0.0001169692,0.002172738,0.02717298,0.0009931092,0.0003888269,0.5054435,0.1297719,0.2870095],"study_design_scores_gemma":[0.000008758079,0.0001340706,0.04962914,0.00383324,0.00006728544,0.002453144,0.03477573,0.0002793956,0.0001874093,0.05607704,0.8524843,0.00007058922],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04867775,0.2684557,0.001071705,0.5585912,0.003829343,0.00001540872,0.0005312177,0.00003926111,0.1187884],"genre_scores_gemma":[0.5396442,0.3721801,0.0007223161,0.07083075,0.006810147,0.00002926027,0.0004569085,0.00004895652,0.009277309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01052062,"threshold_uncertainty_score":0.02091879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05936756367005112,"score_gpt":0.36026631034832,"score_spread":0.3008987466782688,"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."}}