{"id":"W2806595714","doi":"10.1016/j.brainres.2018.05.049","title":"Metabolism and epilepsy: Ketogenic diets as a homeostatic link","year":2018,"lang":"en","type":"review","venue":"Brain Research","topic":"Diet and metabolism studies","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Children's Hospital","funders":"National Institute of Neurological Disorders and Stroke; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Ketogenic diet; Homeostasis; Epilepsy; Metabolism; Neuroscience; Energy metabolism; Biology; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003862851,0.0005534646,0.003081763,0.001009771,0.0003412185,0.0001171103,0.0003754103,0.0004511363,0.0003240572],"category_scores_gemma":[0.00524504,0.0003864092,0.000554915,0.001220883,0.0009789916,0.00007138708,0.0007782509,0.001463909,0.002058673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007506827,"about_ca_system_score_gemma":0.001133581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006626129,"about_ca_topic_score_gemma":0.0000114463,"domain_scores_codex":[0.9949733,0.0009187037,0.0007029276,0.0009536948,0.001291038,0.001160322],"domain_scores_gemma":[0.9958543,0.001935177,0.0001524232,0.0009324079,0.0005544607,0.0005712458],"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":[0.00004448981,0.00006921982,0.00001193764,0.01788071,0.0007020427,0.0001455558,0.0003970786,4.707743e-10,0.000001637568,0.001012627,0.07505023,0.9046845],"study_design_scores_gemma":[0.0007009326,0.0003312874,0.0006986742,0.008383944,0.001067541,0.0001021866,0.0001072386,6.173779e-7,0.000001027603,0.0008268147,0.9874563,0.0003235018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001045223,0.9792634,0.000001523525,0.00222409,0.0004782439,0.00224824,0.00004544177,0.00007211637,0.01556245],"genre_scores_gemma":[0.00001499313,0.9655674,0.0002957332,0.0003041659,0.002401032,0.0005034853,0.00008258811,0.0001395557,0.03069112],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.912406,"threshold_uncertainty_score":0.9998588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1924925906918692,"score_gpt":0.4826458576250195,"score_spread":0.2901532669331504,"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."}}