{"id":"W4407775486","doi":"10.1007/s40120-024-00697-4","title":"Effectiveness During 12-Month Adjunctive Brivaracetam Treatment in Patients with Focal-Onset Seizures in a Real-Life Setting: A Prospective, Observational Study in Europe","year":2025,"lang":"en","type":"article","venue":"Neurology and Therapy","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"UCB","keywords":"Observational study; Medicine; Neurology; Adjunctive treatment; Epilepsy; Pediatrics; Intensive care medicine; Internal medicine; 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":[0.002808419,0.0003690937,0.001009538,0.0005594285,0.000334445,0.0008940864,0.0003941572,0.0006068256,0.001275294],"category_scores_gemma":[0.005539487,0.0002628867,0.001214337,0.00116253,0.0004988508,0.0006869563,0.0004766597,0.0004651308,0.0002022175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005710954,"about_ca_system_score_gemma":0.0006401919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690679,"about_ca_topic_score_gemma":0.001762715,"domain_scores_codex":[0.9972319,0.001325199,0.0004962056,0.0004634598,0.0003104044,0.0001728506],"domain_scores_gemma":[0.9947463,0.001007213,0.003425493,0.0002103054,0.0002692572,0.0003413678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006137904,0.0009024062,0.9836896,0.0003549462,0.001229223,0.0001985523,0.0002680323,0.00007853156,0.0003366803,0.00002793149,0.0002216763,0.006554441],"study_design_scores_gemma":[0.001334451,0.004428178,0.9919028,0.000124487,0.0005512244,0.0006138869,0.0003195035,0.0001497068,0.0001168633,0.00002221744,0.000418421,0.00001822015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984648,0.001083235,0.00004008077,0.0000220358,0.000003776004,0.0000320207,0.000201052,0.000001394394,0.000151461],"genre_scores_gemma":[0.9988953,0.000493844,0.00008907475,0.00009121363,0.00001545386,0.00004292299,0.0003299897,0.00000141877,0.00004068571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002808419,"threshold_uncertainty_score":0.01485252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02577932120223062,"score_gpt":0.3124326334988659,"score_spread":0.2866533122966352,"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."}}