{"id":"W3212946620","doi":"10.1684/epd.2021.1376","title":"Acute symptomatic seizures: an educational, evidence‐based review","year":2022,"lang":"en","type":"review","venue":"Epileptic Disorders","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Epilepsy; Medicine; Context (archaeology); Intensive care medicine; Clinical Practice; Neurology; Psychiatry; Physical therapy","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":[0.0009377085,0.001014411,0.001970595,0.004389499,0.0003171467,0.001317682,0.001157507,0.001127907,0.006376216],"category_scores_gemma":[0.004200999,0.0003700566,0.001189826,0.004363772,0.0003867981,0.001489018,0.0008780541,0.001280112,0.001380861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009258655,"about_ca_system_score_gemma":0.002709345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001942318,"about_ca_topic_score_gemma":0.004513095,"domain_scores_codex":[0.9994511,0.000119807,0.000177522,0.00005724184,0.0001581226,0.00003619357],"domain_scores_gemma":[0.9980859,0.001210569,0.000326009,0.00002763871,0.0002936473,0.00005632793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001237536,0.00005703368,0.0004031669,0.3688171,0.000631169,0.0005133842,0.0001814182,0.0002981892,0.0006829265,0.001838911,0.0597106,0.5667422],"study_design_scores_gemma":[0.00007271037,0.0001129231,0.002627739,0.310819,0.002636556,0.003323791,0.0001794475,0.0001100432,0.0002372796,0.001870884,0.6779693,0.00004043843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007958955,0.9989273,0.00004955793,0.0002548063,0.0001873315,0.00001457214,0.00004781016,0.000004641384,0.0004344468],"genre_scores_gemma":[0.0005183937,0.9988868,0.0001105966,0.0002102062,0.00008666178,0.00001260004,0.00004600308,0.000001035947,0.0001277826],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006376216,"threshold_uncertainty_score":0.02133054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1240548488671118,"score_gpt":0.4451441215251034,"score_spread":0.3210892726579916,"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."}}