{"id":"W2165012077","doi":"10.1542/peds.2012-3998","title":"Mortality Risks in New-Onset Childhood Epilepsy","year":2013,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Institute on Aging; National Institutes of Health; Epilepsiatutkimussäätiö; National Institute of Neurological Disorders and Stroke; Eisai; University of South Carolina; UCB Pharma; Pediatric Epilepsy Research Foundation; Mayo Foundation for Medical Education and Research; Citizens United for Research in Epilepsy","keywords":"Medicine; Epilepsy; Pediatrics; Cause of death; Mortality rate; Population; Sudden death; Internal medicine; Psychiatry; Disease; Environmental health","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":[0.0003687072,0.0002333874,0.0001485354,0.0008236989,0.0001336116,0.0002427866,0.0001759225,0.0001886015,0.0006679826],"category_scores_gemma":[0.00158108,0.00008415471,0.0004403598,0.0004367305,0.0001266502,0.0002847272,0.0003605012,0.0002502793,0.00008250999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004719479,"about_ca_system_score_gemma":0.0002194969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005231424,"about_ca_topic_score_gemma":0.008193128,"domain_scores_codex":[0.9998304,0.00004808941,0.00001454325,0.00003055411,0.00004300159,0.00003342487],"domain_scores_gemma":[0.9991072,0.0001362942,0.0005431893,0.00002551106,0.0000982421,0.00008950089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000038451,0.000004769892,0.997309,0.00001785605,0.00004510979,0.00006638568,0.000022762,0.0002441686,0.00003785227,0.00002479238,0.0001082714,0.002080689],"study_design_scores_gemma":[0.000003504239,0.00002923603,0.9989263,0.00001235191,0.00001406715,0.0003882345,0.00005506854,0.0002403541,0.00005569047,0.0000397281,0.0002339075,0.000001645389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950647,0.002583207,0.0002741907,0.0001162998,0.00001028704,0.000008524344,0.001340796,0.000008447954,0.0005934725],"genre_scores_gemma":[0.9971094,0.001354873,0.0001589375,0.00001103635,0.00001682371,0.000007434345,0.001224089,0.000002224197,0.0001152306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005231424,"threshold_uncertainty_score":0.0104019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04551969474599419,"score_gpt":0.3400310134340209,"score_spread":0.2945113186880267,"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."}}