{"id":"W1988415705","doi":"10.1016/j.eplepsyres.2014.01.022","title":"Is rapid withdrawal of anti-epileptic drug therapy during video EEG monitoring safe and efficacious?","year":2014,"lang":"en","type":"article","venue":"Epilepsy Research","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"","keywords":"Discontinuation; Medicine; Epilepsy; Ictal; Adverse effect; Drug withdrawal; Sleep deprivation; Concordance; Anesthesia; Pediatrics; Surgery; Psychiatry; Drug; Internal medicine; Cognition","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00253423,0.0003105281,0.0007300295,0.0006453586,0.0004190553,0.00007875285,0.0002958176,0.0001490137,0.0005292753],"category_scores_gemma":[0.0005322027,0.0002444628,0.0001776872,0.0007117727,0.0006270084,0.0001530158,0.0002418053,0.0009517325,0.0001982049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001371528,"about_ca_system_score_gemma":0.0001906713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003326821,"about_ca_topic_score_gemma":0.00001088486,"domain_scores_codex":[0.9952313,0.0006060012,0.0005214279,0.0007498012,0.001730337,0.001161175],"domain_scores_gemma":[0.9968103,0.000890254,0.00009428027,0.0009676457,0.000536748,0.0007007775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001499136,0.0007233827,0.8737268,0.0004773352,0.0003317748,0.0001240561,0.001559183,0.000003979334,0.07709569,0.00008593887,0.001211573,0.04316115],"study_design_scores_gemma":[0.005893508,0.001757597,0.8563818,0.0004551893,0.00002439539,0.00005767941,0.0003810285,0.0001928181,0.132692,0.0001958657,0.001763936,0.0002042316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894439,0.002330466,0.00001603719,0.001682592,0.0001045433,0.001040851,0.00001162504,0.00006684998,0.005303145],"genre_scores_gemma":[0.9913741,0.005152054,0.0005803516,0.00003826812,0.0004255147,0.0001111065,0.00001096778,0.00007227135,0.002235355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05559631,"threshold_uncertainty_score":0.9968903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04108953894043733,"score_gpt":0.3563724308037051,"score_spread":0.3152828918632678,"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."}}