{"id":"W3211344418","doi":"10.1111/epi.17110","title":"Paroxysmal slow wave events predict epilepsy following a first seizure","year":2021,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Epilepsy; Ictal; Electroencephalography; Medicine; Epileptic seizure; Spike-and-wave; Pediatrics; Anesthesia; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003157823,0.0004598908,0.0002462399,0.0007500244,0.0001923514,0.0003174498,0.0001423695,0.0003707811,0.002009939],"category_scores_gemma":[0.003264086,0.0001309833,0.0002463777,0.0003344982,0.000222357,0.0002862574,0.0002941598,0.0003746231,0.0003626265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001220147,"about_ca_system_score_gemma":0.0002079218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007911914,"about_ca_topic_score_gemma":0.001128849,"domain_scores_codex":[0.9997999,0.00004688318,0.00003866706,0.00004051137,0.00003850464,0.00003558941],"domain_scores_gemma":[0.9980206,0.0006978597,0.0008323625,0.00004957721,0.0001655765,0.0002339479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009969706,0.00002838351,0.9973311,0.000009275287,0.00001733981,0.0002579971,0.00001803461,0.00004542919,0.0005054866,0.000003824513,0.00005748635,0.001625797],"study_design_scores_gemma":[0.00001291566,0.0002339547,0.9962885,0.00000763321,0.00002062945,0.002547735,0.00006416297,0.0004599549,0.0002625286,0.0000171712,0.00008210295,0.000002779964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992914,0.0002314253,0.0001186013,0.00004708681,0.000006698959,0.00000738758,0.00006500255,0.000007364043,0.0002250291],"genre_scores_gemma":[0.999557,0.0001017656,0.0001205567,0.00001364026,0.0000190309,0.000003515129,0.0001232201,0.000001239602,0.0000600924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002009939,"threshold_uncertainty_score":0.006723881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02465537010403342,"score_gpt":0.2841487562885714,"score_spread":0.259493386184538,"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."}}