{"id":"W4214530975","doi":"10.1055/s-0042-1743192","title":"Safety and Efficacy of Stereoelectroencephalography in Pediatric Epilepsy Surgery","year":2022,"lang":"en","type":"article","venue":"Journal of Pediatric Epilepsy","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Stereoelectroencephalography; Epilepsy surgery; Epilepsy; Medicine; Surgery; Magnetic resonance imaging; Anesthesia; Retrospective cohort study; Radiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.002270324,0.0002535187,0.001059735,0.002427687,0.0001299934,0.0000152044,0.0002179854,0.00008372578,0.0003098485],"category_scores_gemma":[0.0005480197,0.000214565,0.0004998841,0.002200782,0.00008018529,0.0001638922,0.0001435371,0.001020622,0.000003681355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002035241,"about_ca_system_score_gemma":0.0007552234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003806706,"about_ca_topic_score_gemma":0.000007102352,"domain_scores_codex":[0.995995,0.0004302781,0.001529938,0.0003055725,0.001144424,0.0005947877],"domain_scores_gemma":[0.9966354,0.001465042,0.0009213084,0.0002996142,0.000238394,0.0004401859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002677886,0.001411075,0.9865903,0.00020385,0.0001265627,0.0009997165,0.0003039136,0.00003725378,0.00003366527,0.00002842492,0.002839301,0.004748087],"study_design_scores_gemma":[0.005299655,0.003035701,0.9894628,0.00002190419,0.0004770505,0.0006524952,0.0002274015,0.00001581566,0.00003373978,0.0001518836,0.0004605009,0.000161084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859483,0.0123234,0.00004153917,0.0006529113,0.0003297789,0.0003890359,0.00002962921,0.00001282712,0.000272552],"genre_scores_gemma":[0.9711465,0.02727969,0.0004077601,0.00008522376,0.0009586764,0.00001368362,0.00001480761,0.00003149212,0.00006211767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01495629,"threshold_uncertainty_score":0.8749707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175527199555731,"score_gpt":0.2772424806514713,"score_spread":0.2596897606958982,"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."}}