{"id":"W2340115544","doi":"10.1080/14737175.2016.1181544","title":"The role of MEG in pre-surgical evaluation of epilepsy: current use and future directions","year":2016,"lang":"en","type":"review","venue":"Expert Review of Neurotherapeutics","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Magnetoencephalography; Epilepsy; Epilepsy surgery; Medicine; Perioperative; Surgical resection; Neuroscience; Electroencephalography; Psychology; Radiology","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":[0.0009674692,0.0002795081,0.001683741,0.0001298688,0.00003338924,0.000006626978,0.0001452917,0.0001136869,0.00005766733],"category_scores_gemma":[0.0002093259,0.0001342818,0.0004619931,0.0003320523,0.0001778859,0.00004472281,0.00004844249,0.0002799341,0.000002055526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008175163,"about_ca_system_score_gemma":0.0004387369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001120253,"about_ca_topic_score_gemma":0.000005512002,"domain_scores_codex":[0.996621,0.001080976,0.001041686,0.0002788371,0.0007776107,0.0001999236],"domain_scores_gemma":[0.9976076,0.0007412608,0.0005293852,0.0006420858,0.0003865692,0.00009313857],"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":[0.00003124718,0.0002832484,0.0001921349,0.02032506,0.0001807233,0.000002285944,0.00004921861,5.558971e-9,0.000004113173,0.0001377663,0.00004902211,0.9787452],"study_design_scores_gemma":[0.0005390492,0.0002684293,0.0003346768,0.08898564,0.0006830657,0.00004773315,0.000004368752,0.000005466923,0.00001739368,0.00002579782,0.9090068,0.00008159867],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007134949,0.9961676,8.232195e-7,0.0002974245,0.0001754829,0.003095921,0.00004581868,0.000006329833,0.0001392721],"genre_scores_gemma":[0.00002377339,0.9991902,0.00004182195,0.00002777613,0.0001950045,0.0004405135,0.00002030885,0.0000354553,0.00002518806],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9786636,"threshold_uncertainty_score":0.5475851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09858411684502187,"score_gpt":0.4543805753265479,"score_spread":0.355796458481526,"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."}}