{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001027225,0.0008980095,0.001364182,0.003165893,0.0003531003,0.001162159,0.0006571931,0.001275182,0.003138481],"category_scores_gemma":[0.001175526,0.0002355217,0.00043175,0.003191101,0.000797681,0.001741524,0.0005250353,0.0009892441,0.001837169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000754758,"about_ca_system_score_gemma":0.001334811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001921934,"about_ca_topic_score_gemma":0.004358376,"domain_scores_codex":[0.999658,0.0001099708,0.00004937982,0.00003685646,0.0001280579,0.00001775988],"domain_scores_gemma":[0.9994209,0.0003691942,0.00007221137,0.00001255658,0.0001006347,0.0000244729],"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":[0.00004465348,0.00004273692,0.0002873344,0.009721691,0.00005850276,0.0006326751,0.0001055115,0.0003383964,0.001348698,0.002872299,0.01026297,0.9742845],"study_design_scores_gemma":[0.00002254103,0.000166032,0.002395625,0.007288744,0.0001393132,0.007422677,0.0003128257,0.0001563914,0.001059922,0.003433453,0.9775665,0.00003601324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001472961,0.9979272,0.0001524944,0.0002643345,0.0001058295,0.000002689089,0.00000429114,0.000004869548,0.001390962],"genre_scores_gemma":[0.001028753,0.9976554,0.0003576644,0.0001560635,0.0001171959,0.00000450042,0.000007128767,9.24134e-7,0.0006723376],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003165893,"threshold_uncertainty_score":0.0104993,"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."}}