{"id":"W2113577583","doi":"10.1542/gr.8-3-26","title":"Risk and Cause of Death in Children with Epilepsy","year":2002,"lang":"en","type":"article","venue":"AAP Grand Rounds","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icon; Epilepsy; Medicine; Population; Nova scotia; Cause of death; Cohort; Pediatrics; Psychiatry; Internal medicine; History; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009740289,0.00009629666,0.0002193443,0.0001034324,0.00004406934,0.000008613625,0.00003041619,0.00004268268,0.00007219151],"category_scores_gemma":[0.00002143274,0.00005937431,0.0000288799,0.0001488793,0.00007948251,0.00004939482,0.00001515504,0.0001347566,0.000008613765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002342567,"about_ca_system_score_gemma":0.00001500664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000776929,"about_ca_topic_score_gemma":0.0003026866,"domain_scores_codex":[0.9993037,0.00003232743,0.0001252118,0.0001638705,0.000176138,0.0001987261],"domain_scores_gemma":[0.9995881,0.00003906636,0.0000338311,0.0001832388,0.00002797194,0.0001277574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001547633,0.0002901297,0.9947219,0.000013609,0.0001706041,0.00005249682,0.0002069684,9.199352e-7,0.00001340032,0.0001259362,0.0001233828,0.00412587],"study_design_scores_gemma":[0.005550828,0.001104059,0.9924688,0.00005279832,0.0001082233,0.0001398417,0.00001898734,0.00004397561,0.0001691635,0.0001140479,0.0001668969,0.00006242264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945942,0.001837026,0.00001309581,0.000147527,0.000007085087,0.0002879596,0.0000135646,0.00001213628,0.00308737],"genre_scores_gemma":[0.9966745,0.002297232,0.0002268907,0.00002776103,0.00002723376,0.00001587002,0.00001282525,0.00001106963,0.0007066035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005396065,"threshold_uncertainty_score":0.2421214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01934694267001438,"score_gpt":0.2683113439322499,"score_spread":0.2489644012622355,"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."}}