{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007670883,0.0002257496,0.0005656375,0.0004243699,0.00006720512,0.00002055167,0.00015654,0.00009040283,0.0002180899],"category_scores_gemma":[0.0005507806,0.0001832796,0.0001409792,0.0004827169,0.00005767098,0.0001132176,0.00004626071,0.0002974955,0.00002821266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002268278,"about_ca_system_score_gemma":0.0001561158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003135629,"about_ca_topic_score_gemma":0.002571343,"domain_scores_codex":[0.9976826,0.0001857963,0.0006113696,0.0003481355,0.0006382288,0.0005338942],"domain_scores_gemma":[0.9986761,0.000326052,0.0001474528,0.0005440134,0.00009750319,0.0002089233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004970977,0.00165623,0.9930571,0.00008987173,0.00007576415,0.00008768031,0.0005137725,0.00005971052,0.0001859403,0.0003276685,0.0001565059,0.0032927],"study_design_scores_gemma":[0.003163781,0.004213129,0.9896578,0.0001490025,0.00006095139,0.00001319666,0.0005496984,0.0009754684,0.000539897,0.0003763009,0.0001607044,0.0001400898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996047,0.00009680053,0.0002319692,0.0003886655,0.00005981309,0.001328026,0.000006692382,0.00006805739,0.001772991],"genre_scores_gemma":[0.9982373,0.00001715993,0.0007935989,0.0001880379,0.00008705917,0.0002296667,0.00008975593,0.00002617532,0.0003313184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003399279,"threshold_uncertainty_score":0.7473924,"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."}}