{"id":"W2165457757","doi":"10.3171/2014.8.peds13640","title":"Magnetoencephalography-guided resection of epileptogenic foci in children","year":2014,"lang":"en","type":"article","venue":"Journal of Neurosurgery Pediatrics","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Epilepsy surgery; Magnetoencephalography; Epilepsy; Electrocorticography; Neuronavigation; Magnetic resonance imaging; Surgery; Radiology; Electroencephalography","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":[0.0002676736,0.0002877306,0.0002017126,0.0006983268,0.0002233471,0.0002005841,0.0001839741,0.0002295253,0.0005475056],"category_scores_gemma":[0.001553959,0.0001079958,0.0001881894,0.0003968541,0.0005051102,0.0003501613,0.0002849827,0.0002238268,0.0001382549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002452921,"about_ca_system_score_gemma":0.0004970041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001888526,"about_ca_topic_score_gemma":0.003653875,"domain_scores_codex":[0.9997858,0.0000526386,0.00003342194,0.00003674843,0.00004446196,0.00004690788],"domain_scores_gemma":[0.9994369,0.0001377392,0.0003063478,0.00002068344,0.00003792063,0.00006038821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001010703,0.00001984566,0.9744456,0.00006349709,0.0000153683,0.01261394,0.0001519115,0.0002157054,0.003641565,0.00004624139,0.0002502448,0.008434968],"study_design_scores_gemma":[0.00001548012,0.0004190981,0.8943495,0.00006232684,0.00003262229,0.09905443,0.0005907433,0.0003829859,0.004166181,0.00005723104,0.0008584639,0.00001102875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980562,0.0008603173,0.0004577338,0.00006479021,0.000007228059,0.00001323795,0.0001264347,0.00001091868,0.0004030654],"genre_scores_gemma":[0.9983896,0.0006675627,0.0007193094,0.00002706273,0.000009574565,0.000009747572,0.0001103215,0.000004317184,0.00006244842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001888526,"threshold_uncertainty_score":0.003755033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938119418800568,"score_gpt":0.2835333354966525,"score_spread":0.2641521413086468,"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."}}