{"id":"W1914775408","doi":"10.3171/foc/2008/25/9/e17","title":"Utility of neuronavigation and neuromonitoring in epilepsy surgery","year":2008,"lang":"en","type":"review","venue":"Neurosurgical FOCUS","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Neuronavigation; Epilepsy; Epilepsy surgery; Medicine; Modalities; Medical physics; Surgery; Resection; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001922369,0.0003712461,0.002225977,0.0003231083,0.00004198882,0.00001267459,0.00008667805,0.0002433583,0.00003798569],"category_scores_gemma":[0.0004696407,0.0002822759,0.0005358109,0.0005396868,0.000191454,0.00005650506,0.0001028296,0.0007977096,0.0000153705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003160796,"about_ca_system_score_gemma":0.0002682272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006262539,"about_ca_topic_score_gemma":0.000003006098,"domain_scores_codex":[0.9971097,0.0004517459,0.0009209349,0.0006179123,0.00049254,0.0004071826],"domain_scores_gemma":[0.9974102,0.001559359,0.0002157757,0.0004446172,0.00005363033,0.0003164219],"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":[0.00008531398,0.0003713351,0.04483205,0.004939977,0.00002991456,0.003372797,0.000005921328,3.740479e-8,0.000001403801,0.00001310636,0.0001160196,0.9462321],"study_design_scores_gemma":[0.001078042,0.0005382974,0.1129623,0.008722918,0.0002684858,0.002661029,0.000001457029,0.00001826229,0.00003686637,0.00002906728,0.8733618,0.0003215268],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02390634,0.9742393,7.409762e-7,0.00005854845,0.0002180222,0.0008478172,0.00003213075,0.00003615362,0.0006609738],"genre_scores_gemma":[0.0333086,0.9663316,0.00001398251,0.000007985433,0.0001246215,0.00005748605,0.00004380454,0.00004762222,0.00006427417],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9459106,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1017309222825134,"score_gpt":0.3711702012533784,"score_spread":0.2694392789708649,"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."}}