{"id":"W4321443754","doi":"10.1111/epi.17556","title":"Which is more deleterious to cognitive performance? Interictal epileptiform discharges vs anti‐seizure medication","year":2023,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Institute of Neurosciences, Mental Health and Addiction; Canadian Institutes of Health Research; Fondation Brain Canada","keywords":"Ictal; Oxcarbazepine; Neurocognitive; Epilepsy; Cognition; Medicine; Psychology; Effects of sleep deprivation on cognitive performance; Neuroscience; Anesthesia; Carbamazepine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003047017,0.0002947389,0.0004551759,0.0003807301,0.0002116593,0.00004628155,0.0001775339,0.0001370752,0.001007893],"category_scores_gemma":[0.0002868409,0.0002284522,0.0001265292,0.001068895,0.0001033709,0.0001901898,0.0001751636,0.0003468038,0.004876932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001402015,"about_ca_system_score_gemma":0.0001776029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005383337,"about_ca_topic_score_gemma":0.00002442982,"domain_scores_codex":[0.9975736,0.00004251065,0.0003747538,0.0005470294,0.0007188437,0.0007432502],"domain_scores_gemma":[0.9985048,0.0001073646,0.00008014611,0.0004097773,0.0002988923,0.000599049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001278319,0.0004272392,0.8427448,0.0004066146,0.000503099,0.0003242982,0.006711099,0.000002799478,0.002367889,0.00004796682,0.06757298,0.07761287],"study_design_scores_gemma":[0.001959146,0.002117219,0.9794816,0.0006329414,0.0001150164,0.0001212646,0.001129787,0.001599354,0.007415972,0.00002503932,0.005123528,0.000279176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773886,0.00007576372,0.0001057859,0.01764091,0.0002511177,0.001017123,0.0001494951,0.0002905552,0.00308066],"genre_scores_gemma":[0.9934075,0.0009085887,0.000244908,0.001520578,0.0003384114,0.0003657602,0.0008723895,0.00005741521,0.002284482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1367367,"threshold_uncertainty_score":0.9999053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02152165282342337,"score_gpt":0.3250902282675747,"score_spread":0.3035685754441513,"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."}}