{"id":"W2007712259","doi":"10.1111/j.1528-1167.2007.01018.x","title":"Diagnostic Inaccuracy in Children Referred with “First Seizure”: Role for a First Seizure Clinic","year":2007,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Epilepsy; Pediatrics; Etiology; Seizure types; Medicine; Febrile seizure; Electroencephalography; Epileptic seizure; Family history; Specialty; Seizure Disorders; Psychiatry; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007328895,0.0003514809,0.0005910778,0.0003054829,0.0002076757,0.0000371025,0.0001992151,0.0002073049,0.0002979901],"category_scores_gemma":[0.001605588,0.0002646333,0.0001670578,0.0005282816,0.0001207482,0.0001492444,0.00006655182,0.0004875846,0.0003062324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002955534,"about_ca_system_score_gemma":0.0002657175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003626613,"about_ca_topic_score_gemma":0.003837805,"domain_scores_codex":[0.9973255,0.00004444727,0.0005564991,0.0006278878,0.00046466,0.0009810008],"domain_scores_gemma":[0.9964475,0.002143062,0.0001391931,0.000641166,0.0001407257,0.0004883595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00210823,0.001060946,0.9841862,0.000119269,0.0002511263,0.000457635,0.0003802103,0.000009349223,0.000009640691,0.0001375006,0.00828761,0.002992289],"study_design_scores_gemma":[0.009930052,0.002869852,0.9721808,0.0005276158,0.0001494253,0.0002542707,0.0001970644,0.00006661809,0.0002412011,0.0002387264,0.01305995,0.0002844273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881372,0.001262374,0.0003747488,0.003026668,0.00008044815,0.003319177,0.00006977848,0.0001273415,0.003602258],"genre_scores_gemma":[0.9948268,0.0004696925,0.001710734,0.0003825473,0.0003923502,0.0004668841,0.0003754072,0.00007795601,0.001297658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0120054,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169034519513327,"score_gpt":0.312834947997764,"score_spread":0.2959314960464313,"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."}}