{"id":"W6906491192","doi":"10.18131/cwm58-gfs91","title":"Risk and Cause of Death in Epilepsy","year":2002,"lang":"en","type":"article","venue":"Galter Health Sciences Library, Northwestern University","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epilepsy; Cohort; Cause of death; Cohort study; Disease; Epidemiology; Risk factor","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":[0.0001968011,0.0001034355,0.000255368,0.0003253388,0.0001693019,0.00001572148,0.0001403894,0.00003571168,0.0001476092],"category_scores_gemma":[0.000007786579,0.00008762527,0.00004000139,0.0005021738,0.0002916723,0.0005432088,0.0001110326,0.0001530418,0.00001339289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005254121,"about_ca_system_score_gemma":0.0001673739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002435731,"about_ca_topic_score_gemma":0.00110299,"domain_scores_codex":[0.9987286,0.0001285329,0.0001797662,0.0003232839,0.000262356,0.0003774652],"domain_scores_gemma":[0.9992317,0.00007821601,0.0001065985,0.000188751,0.00001532834,0.0003794008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006068746,0.0001724572,0.9947779,0.00007199534,0.00001082605,0.0001388475,0.0007361683,0.000002845456,0.000001084241,0.0001576006,0.0001203969,0.003749176],"study_design_scores_gemma":[0.001275885,0.001030542,0.995773,0.0000900598,0.00001053061,0.00002600246,0.0002558343,0.0003458867,0.00003004204,0.00004869304,0.001047721,0.00006578881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945683,0.0006454352,0.00001940047,0.001595598,0.00003058862,0.0003125356,0.00004530073,0.00002841681,0.002754448],"genre_scores_gemma":[0.9939203,0.004081541,0.0009094453,0.0002548056,0.00001862425,5.518606e-7,0.000007192516,0.000005288984,0.0008022525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003683388,"threshold_uncertainty_score":0.3682113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04233258980136819,"score_gpt":0.2830426156138711,"score_spread":0.2407100258125029,"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."}}