{"id":"W2802967211","doi":"10.1159/000487088","title":"Significance of FDG-PET Hypermetabolism in Children with Intractable Focal Epilepsy","year":2018,"lang":"en","type":"article","venue":"Pediatric Neurosurgery","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Hypermetabolism; Medicine; Epilepsy; Positron emission tomography; Central nervous system disease; Radiology; Surgery; Internal medicine; 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":[0.0002959583,0.000194975,0.0004958294,0.0003969171,0.00004719136,0.00001384478,0.0001022778,0.00004877513,0.0001546835],"category_scores_gemma":[0.0002379483,0.0001469311,0.00008877579,0.0009399836,0.0001814217,0.0001148447,0.0000426564,0.0002793945,0.00007175795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003189551,"about_ca_system_score_gemma":0.0003344254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001981601,"about_ca_topic_score_gemma":0.00001379496,"domain_scores_codex":[0.9981019,0.00008713206,0.0003947917,0.0004078218,0.0004731428,0.0005352405],"domain_scores_gemma":[0.998849,0.0002315649,0.000130207,0.0003995468,0.0001351095,0.0002545406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004326063,0.0006324074,0.9942484,0.0000400516,0.00003474614,0.0002364676,0.00002201466,0.000001947452,0.0008151556,0.00002660793,0.001415423,0.002094124],"study_design_scores_gemma":[0.001506527,0.0007371665,0.9935839,0.00001484376,0.0001043091,0.0002459364,0.000006469276,0.0000241964,0.00327918,0.00003495383,0.0003332713,0.0001292514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974831,0.0004566995,0.00001785781,0.0002241848,0.0001484785,0.0005521809,0.00002933403,0.000042015,0.001046204],"genre_scores_gemma":[0.9974824,0.0008022786,0.00028793,0.0001760038,0.0008978973,0.00006094716,0.00002050732,0.0000359097,0.000236163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002464025,"threshold_uncertainty_score":0.5991677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012564130103127,"score_gpt":0.2566243055571363,"score_spread":0.2440601754540093,"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."}}