{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001881112,0.0001393978,0.0002429887,0.000188989,0.00003649424,0.00002694847,0.00008985036,0.00009588226,0.0008984979],"category_scores_gemma":[0.0003516182,0.0001123323,0.00008723698,0.0004381354,0.0000282505,0.00009491152,0.00005297588,0.0003136907,0.001357205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009496944,"about_ca_system_score_gemma":0.0004136792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005683653,"about_ca_topic_score_gemma":0.0002200833,"domain_scores_codex":[0.998625,0.00004530757,0.0002552956,0.0002589385,0.0003829121,0.0004325322],"domain_scores_gemma":[0.9989362,0.0001097227,0.00004636247,0.0003709273,0.00006512076,0.000471625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001390265,0.000443876,0.9801925,0.00002548096,0.00002107322,0.00005184164,0.0001124696,0.000001607752,0.000004635476,0.00003082245,0.01370554,0.00539628],"study_design_scores_gemma":[0.001719195,0.0002258169,0.9962388,0.000007391947,0.00005862904,0.00001672053,0.00004219721,0.00003946052,0.0000476923,0.001135427,0.0003711958,0.00009751483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927592,0.0008553267,0.00002896665,0.001266183,0.00009371883,0.0007037559,0.00001759989,0.00005623273,0.004219056],"genre_scores_gemma":[0.9966424,0.0009757001,0.0007740991,0.0002478836,0.0004598648,0.00005179559,0.0000657983,0.00001843804,0.0007639846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01604629,"threshold_uncertainty_score":0.9994203,"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."}}