{"id":"W2159772550","doi":"10.1093/brain/awl316","title":"Long-term outcomes in epilepsy surgery: antiepileptic drugs, mortality, cognitive and psychosocial aspects","year":2006,"lang":"en","type":"review","venue":"Brain","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":281,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Discontinuation; Psychosocial; Medicine; Epilepsy; Epilepsy surgery; Confidence interval; MEDLINE; Neuropsychology; Pediatrics; Meta-analysis; Psychiatry; Cognition; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007579749,0.0006697449,0.003522454,0.0006672447,0.00008208109,0.00007171063,0.0001215113,0.0004313407,0.0001419121],"category_scores_gemma":[0.0005519777,0.0005146728,0.0007720637,0.0005347732,0.0002594959,0.00007856266,0.0001069977,0.0007004244,0.0001558953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000251671,"about_ca_system_score_gemma":0.0007390024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003191909,"about_ca_topic_score_gemma":0.0005400637,"domain_scores_codex":[0.9963419,0.0004899261,0.0009054367,0.0008318858,0.0006431065,0.0007877125],"domain_scores_gemma":[0.9968124,0.002053018,0.0002959015,0.0004076815,0.00007303656,0.0003579374],"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":[0.00003148695,0.0006680656,0.4855405,0.009040744,0.0007342843,0.002045209,0.00004743155,1.984277e-9,4.718531e-8,0.00006364948,0.002837162,0.4989914],"study_design_scores_gemma":[0.003198974,0.0003462805,0.8994564,0.03142286,0.001852539,0.0002031088,0.00003388088,4.423791e-7,8.045627e-7,0.0002549331,0.06244244,0.0007873084],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02474145,0.9671123,0.000003418617,0.0004709852,0.0002291383,0.002764375,0.0003026673,0.00007402601,0.004301643],"genre_scores_gemma":[0.01370828,0.9818902,0.00001391492,0.000188555,0.0003700562,0.0003442436,0.001621902,0.0001068668,0.001755954],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4982041,"threshold_uncertainty_score":0.9997305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08199979545397723,"score_gpt":0.4163414848540836,"score_spread":0.3343416894001064,"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."}}