{"id":"W4406351943","doi":"10.1212/wnl.0000000000210231","title":"Antiseizure Medications in Poststroke Seizures","year":2025,"lang":"en","type":"review","venue":"Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Heart, Lung, and Blood Institute","keywords":"Discontinuation; Medicine; Levetiracetam; Phenytoin; Piracetam; Randomized controlled trial; Carbamazepine; Adverse effect; Odds ratio; Internal medicine; Meta-analysis; Epilepsy; Pediatrics; Anesthesia; Psychiatry","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":[0.01350128,0.0007125407,0.004350461,0.005539332,0.000294391,0.001896371,0.0009174158,0.001660765,0.001710884],"category_scores_gemma":[0.05263139,0.0005516893,0.005386092,0.003405335,0.0007303029,0.001216084,0.0007569914,0.00107554,0.000118349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516466,"about_ca_system_score_gemma":0.002446421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002898793,"about_ca_topic_score_gemma":0.005565833,"domain_scores_codex":[0.9841629,0.006439074,0.006060118,0.0009013241,0.002235141,0.0002015288],"domain_scores_gemma":[0.9355221,0.0446272,0.01731618,0.0004683658,0.001802512,0.0002635812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003193589,0.0001081745,0.01865792,0.6775559,0.05180817,0.000263036,0.0002053248,0.0006360212,0.0004505378,0.0009341575,0.001889534,0.2442976],"study_design_scores_gemma":[0.00620675,0.002559789,0.07230815,0.6770456,0.2026807,0.001946641,0.0004363708,0.001193825,0.001179127,0.004477469,0.02984883,0.0001167195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00477108,0.993879,0.0001584977,0.0005589739,0.00008961443,0.00006005823,0.0001275549,0.000003671123,0.0003515143],"genre_scores_gemma":[0.173578,0.8221557,0.001657897,0.001505255,0.0004712926,0.0002717765,0.0002367319,0.000005454825,0.0001178611],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01350128,"threshold_uncertainty_score":0.07140249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0350439378805259,"score_gpt":0.4037048750261701,"score_spread":0.3686609371456442,"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."}}