{"id":"W59079730","doi":"","title":"Epidemiology of epilepsy: prevalence, impact, comorbidity and disparities.","year":2009,"lang":"en","type":"other","venue":"PubMed","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Epidemiology; Epilepsy; Comorbidity; Medicine; Psychiatry; Pediatrics; 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":[0.0003368728,0.0001772334,0.0002733096,0.002176475,0.0003504336,0.0004996074,0.0002588392,0.0002672315,0.005120711],"category_scores_gemma":[0.001171756,0.00008525101,0.0001991353,0.005171557,0.0001840378,0.0003791566,0.0005696955,0.000278746,0.0004367626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002078749,"about_ca_system_score_gemma":0.004569297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5693269,"about_ca_topic_score_gemma":0.7216746,"domain_scores_codex":[0.999681,0.00003028372,0.00003655322,0.00003561284,0.0001413226,0.00007514811],"domain_scores_gemma":[0.9995995,0.00003862018,0.0001100333,0.00001074292,0.0001658505,0.00007526069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001238396,0.00004492162,0.6020731,0.001360527,0.0001353293,0.0004184922,0.0008543378,0.00034136,0.0004387706,0.003440398,0.07591866,0.3148503],"study_design_scores_gemma":[0.000006047525,0.00001728611,0.9593247,0.0006843223,0.00005529212,0.0009081403,0.0006202114,0.0001267364,0.00005203475,0.0004911842,0.03770293,0.00001111535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2912349,0.4447541,0.001441922,0.0346288,0.000628056,0.0001899453,0.09226037,0.0001847359,0.1346772],"genre_scores_gemma":[0.7290778,0.2373913,0.001954347,0.001319955,0.000458793,0.00006650563,0.02155541,0.00002777602,0.008148177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5693269,"threshold_uncertainty_score":0.8664189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0191174079818623,"score_gpt":0.2649621939457177,"score_spread":0.2458447859638555,"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."}}