{"id":"W2036190213","doi":"10.1016/j.pediatrneurol.2007.05.004","title":"Discontinuation of Antiepileptic Drugs after Pediatric Epilepsy Surgery","year":2007,"lang":"en","type":"article","venue":"Pediatric Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Discontinuation; Epilepsy; Antiepileptic drug; Medicine; Temporal lobe; Epilepsy surgery; Pediatrics; Retrospective cohort study; Surgery; 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":[0.0005977249,0.0003172991,0.0007730967,0.0005507187,0.0006599391,0.0003751225,0.0002493526,0.0005991537,0.001803918],"category_scores_gemma":[0.00511486,0.0001248135,0.0008007647,0.0007093168,0.0003326629,0.0004674363,0.0002172822,0.001551163,0.0002628641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008847354,"about_ca_system_score_gemma":0.00130243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002164074,"about_ca_topic_score_gemma":0.005294281,"domain_scores_codex":[0.9993219,0.000134806,0.0001196563,0.00005169695,0.0001972921,0.0001747105],"domain_scores_gemma":[0.9955537,0.001925927,0.00149781,0.000198936,0.0003426587,0.0004809421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00454141,0.0004533661,0.7031191,0.0006308506,0.0006136817,0.05428247,0.0006790136,0.0003747542,0.005212689,0.0009834177,0.004523501,0.2245858],"study_design_scores_gemma":[0.0001908995,0.002020285,0.8932797,0.0003094464,0.0004126597,0.07107893,0.0005680508,0.0004514566,0.004884223,0.0004984927,0.02627788,0.00002797151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454052,0.03390806,0.001077838,0.002908888,0.0005891072,0.00005072961,0.0004881314,0.00007087972,0.01550118],"genre_scores_gemma":[0.9924462,0.003892333,0.0002189202,0.001088567,0.0002743772,0.00001211996,0.000383386,0.00001387118,0.001670142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002164074,"threshold_uncertainty_score":0.006419301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268424369916974,"score_gpt":0.2746983538339159,"score_spread":0.2620141101347462,"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."}}