{"id":"W2322065534","doi":"10.1097/wco.0b013e32835ef345","title":"Update on the surgical treatment of epilepsy","year":2013,"lang":"en","type":"review","venue":"Current Opinion in Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; Hotchkiss Brain Institute; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Epilepsy surgery; Epilepsy; Medicine; Temporal lobe; Drug Resistant Epilepsy; Surgical planning; Surgery; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001553948,0.0004128252,0.001756128,0.0002524642,0.00003360445,0.000007880649,0.0001910178,0.0002428188,0.0005614715],"category_scores_gemma":[0.00006120537,0.0002008489,0.0005506799,0.0002797675,0.0001928274,0.00001501664,0.00006561531,0.0005881168,0.0006408286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009465651,"about_ca_system_score_gemma":0.0002563379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001238055,"about_ca_topic_score_gemma":7.669441e-7,"domain_scores_codex":[0.9973645,0.0007148894,0.0006940637,0.0005117408,0.0002755719,0.0004393024],"domain_scores_gemma":[0.9978862,0.0009560745,0.0002409121,0.0007119811,0.00003871578,0.0001660579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001522061,0.001624359,0.000990802,0.004030255,0.0001323104,0.00006051127,0.00001205072,2.345733e-7,1.875592e-8,0.002121832,0.004228562,0.9866468],"study_design_scores_gemma":[0.001304617,0.00388812,0.0002419028,0.002562524,0.0001168722,0.0001751358,8.782838e-7,0.000006316757,5.592397e-7,0.00006477768,0.9915336,0.0001046764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002971221,0.9932348,3.092182e-7,0.001367855,0.002082968,0.002496433,0.00005862745,0.00001874745,0.0004431486],"genre_scores_gemma":[0.0000859918,0.9978701,0.000003341135,0.00002263658,0.0004929769,0.001051169,0.0003789286,0.00003586876,0.00005901819],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.987305,"threshold_uncertainty_score":0.8236768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2029734689623081,"score_gpt":0.448733088306792,"score_spread":0.2457596193444839,"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."}}