{"id":"W1974179374","doi":"10.1016/j.eplepsyres.2009.08.006","title":"Prevalence of acute repetitive seizures (ARS) in the United Kingdom","year":2009,"lang":"en","type":"article","venue":"Epilepsy Research","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Epilepsy; Medicine; Epidemiology; Population; Context (archaeology); Pediatrics; Incidence (geometry); Cohort; Cohort study; Demography; Psychiatry; Internal medicine; Environmental health; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003244312,0.0002062208,0.0003740618,0.001380637,0.0002945064,0.0007873781,0.0004340579,0.0006611103,0.003110825],"category_scores_gemma":[0.002542732,0.0003537575,0.0004587625,0.001520921,0.0003631955,0.0007064982,0.0008713076,0.000374843,0.0004004727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155526,"about_ca_system_score_gemma":0.000628752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1331937,"about_ca_topic_score_gemma":0.1200028,"domain_scores_codex":[0.9991453,0.0001609542,0.0002654207,0.0001510536,0.0001393163,0.0001379353],"domain_scores_gemma":[0.9973165,0.000294916,0.001431428,0.00007041646,0.0005496939,0.0003369016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007210237,0.00001205218,0.9966617,0.00006714473,0.00003815334,0.0003096148,0.0002595244,0.0000357713,0.0003719478,0.00003833322,0.0003613742,0.001772337],"study_design_scores_gemma":[0.000002681288,0.00003248537,0.9986287,0.00002143627,0.000007754061,0.000504931,0.0005229042,0.0000317489,0.00002061522,0.000004794578,0.0002185055,0.000003550162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942302,0.001808354,0.00005577396,0.000269558,0.0000170124,0.000009368146,0.002018819,0.00001047335,0.001580489],"genre_scores_gemma":[0.9982315,0.0008215762,0.00004414821,0.0001000955,0.000008968013,0.000005118936,0.000500387,0.00000181086,0.0002865989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1331937,"threshold_uncertainty_score":0.2648368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09985442978597658,"score_gpt":0.4293353900422359,"score_spread":0.3294809602562593,"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."}}