{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002271912,0.0004204389,0.0004079673,0.00275863,0.0009309838,0.001283844,0.001050438,0.001144354,0.003505282],"category_scores_gemma":[0.03603658,0.0003583579,0.0003349903,0.001611986,0.001042995,0.001137545,0.001088497,0.001176044,0.0005732824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098173,"about_ca_system_score_gemma":0.00111667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020103,"about_ca_topic_score_gemma":0.008812312,"domain_scores_codex":[0.9963948,0.001084384,0.000597611,0.000455922,0.0009858444,0.0004814297],"domain_scores_gemma":[0.971916,0.01318698,0.01018186,0.0007456462,0.002390416,0.001579048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002358763,0.00001185044,0.9958789,0.00001999988,0.000005392986,0.001143117,0.0002010484,0.00002286311,0.00005191756,0.00001454202,0.0002721116,0.002354712],"study_design_scores_gemma":[0.00001103163,0.0001299455,0.9574987,0.0002441023,0.00003924031,0.0375503,0.002271688,0.0008683008,0.0004675939,0.00007616144,0.0008270507,0.0000158974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943846,0.001943403,0.0002154897,0.001018503,0.00006393027,0.00002612238,0.0002738855,0.00005516213,0.002018916],"genre_scores_gemma":[0.9986777,0.0004232966,0.0004063507,0.0002064857,0.00006090209,0.000009621454,0.0001464818,0.000008183318,0.00006078134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01020103,"threshold_uncertainty_score":0.02028334,"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."}}