{"id":"W1998962853","doi":"10.1111/epi.12720","title":"Yield of epileptiform electroencephalogram abnormalities in incident unprovoked seizures: A population‐based study","year":2014,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute on Aging; Federal Aviation Administration; National Institutes of Health; National Institute of Neurological Disorders and Stroke; Eisai; Teva Pharmaceutical Industries","keywords":"Electroencephalography; Epilepsy; Rochester Epidemiology Project; Population; Audiology; Medicine; Etiology; Pediatrics; Psychology; Psychiatry; Population based study","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":[0.001159331,0.0002508493,0.0002842314,0.0009103188,0.0002471857,0.0005856033,0.0004543187,0.00038797,0.0008289081],"category_scores_gemma":[0.007715131,0.0003498179,0.0003051636,0.0009294531,0.0002507733,0.000667855,0.000509279,0.0004080674,0.0001801645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002987441,"about_ca_system_score_gemma":0.0003314868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00645515,"about_ca_topic_score_gemma":0.006950766,"domain_scores_codex":[0.999198,0.0001937103,0.0001301208,0.0001953281,0.0001876257,0.00009532039],"domain_scores_gemma":[0.995112,0.0008435419,0.002730734,0.0004333895,0.0004904357,0.0003899273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002327797,0.000008671169,0.9995673,0.000002107711,0.00001897186,0.00003167508,0.00001617823,0.00001480943,0.00003995289,0.000002462031,0.00001410964,0.0002604628],"study_design_scores_gemma":[0.000002106349,0.00003712124,0.9995771,0.00000210778,0.000009289511,0.0001758091,0.0000354434,0.0001012725,0.00002388055,0.000004607583,0.00002991938,0.000001406365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993788,0.0001021009,0.00008243635,0.00001588553,0.000001875386,0.000006024076,0.0002768266,0.000002852664,0.0001330318],"genre_scores_gemma":[0.9994862,0.00007010734,0.00005708542,0.000007375242,0.000006088432,0.000004021208,0.0003236998,0.000001667774,0.00004377818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00645515,"threshold_uncertainty_score":0.01283514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0208037296015331,"score_gpt":0.303227667262213,"score_spread":0.2824239376606799,"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."}}