{"id":"W4416980934","doi":"10.1017/cjn.2025.10487","title":"Cenobamate for Drug-Resistant Epilepsy: Initial Experience from a Single Tertiary Center","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Epilepsy; Adverse effect; Retrospective cohort study; University hospital; Reduction (mathematics); Center (category theory)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0008792417,0.0004641633,0.0005256485,0.0002862413,0.000534727,0.0004937939,0.000416819,0.0003325285,0.002151081],"category_scores_gemma":[0.002667423,0.0001205064,0.0002583633,0.0006016911,0.00037227,0.0002808815,0.0004812402,0.0005530517,0.0004955631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006920449,"about_ca_system_score_gemma":0.001078143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005701954,"about_ca_topic_score_gemma":0.01324845,"domain_scores_codex":[0.9995079,0.0001899757,0.00004202913,0.00005940735,0.00009148193,0.0001091666],"domain_scores_gemma":[0.9986979,0.0003004455,0.0002184037,0.0001102642,0.0001180677,0.0005549942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01335529,0.01020168,0.4591222,0.0008341817,0.0003695902,0.01455166,0.003747208,0.001081933,0.02723201,0.0003919337,0.004401032,0.4647114],"study_design_scores_gemma":[0.005942411,0.07419515,0.8651008,0.0002924,0.0004727719,0.02699856,0.002109774,0.001450256,0.008666102,0.0002453399,0.01442868,0.00009784765],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942409,0.002756813,0.0004499609,0.0003788715,0.00001482693,0.0001489105,0.0001144142,0.0000268102,0.001868509],"genre_scores_gemma":[0.9951139,0.002861817,0.0005458236,0.0004057843,0.00005810257,0.00003762236,0.0002305913,0.00001396367,0.0007323931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005701954,"threshold_uncertainty_score":0.01133752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04229968496097468,"score_gpt":0.321938700595209,"score_spread":0.2796390156342343,"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."}}