{"id":"W28520565","doi":"10.1017/s0317167100054081","title":"Prevalence of Childhood Epilepsy in Canada","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Western University","funders":"","keywords":"Epilepsy; Medicine; Cohort; Population; Pediatrics; Demography; Prevalence; Pill; Cohort study; Psychiatry; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005076465,0.0001911473,0.0002654329,0.002399642,0.001177323,0.001005387,0.0009175613,0.0003339951,0.003812032],"category_scores_gemma":[0.003369973,0.0001861219,0.0002816028,0.004768316,0.000545516,0.0004245028,0.0006966611,0.0004136082,0.0002948652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01657153,"about_ca_system_score_gemma":0.0341178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899942,"about_ca_topic_score_gemma":0.9908042,"domain_scores_codex":[0.9988571,0.00005946681,0.00007536454,0.0001294159,0.0006266919,0.0002519544],"domain_scores_gemma":[0.9968565,0.0001377685,0.0005264762,0.00004989225,0.001902761,0.0005266509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002314912,0.00001383677,0.9867757,0.0001560428,0.00002894937,0.00009293453,0.0002608614,0.0001630856,0.000105502,0.0001942247,0.00403005,0.008155476],"study_design_scores_gemma":[0.000005625399,0.00001632645,0.9958735,0.00009438104,0.00001292519,0.0001482407,0.0004815363,0.0002079384,0.00004918932,0.00004796501,0.003053162,0.000009146838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8679228,0.006731618,0.0007356999,0.003834068,0.00008161664,0.0004304871,0.09116777,0.0001379806,0.02895794],"genre_scores_gemma":[0.9832767,0.003173854,0.0007824937,0.0004964341,0.000017371,0.00007573503,0.01040057,0.000009889335,0.001766936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01657153,"threshold_uncertainty_score":0.1202354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04227340299270299,"score_gpt":0.2691864907634647,"score_spread":0.2269130877707617,"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."}}