{"id":"W4366238876","doi":"10.1002/epd2.20063","title":"Role of EEG as a monitoring tool in patients with glucose transporter type I deficiency syndrome (GLUT1‐DS) on ketogenic diet","year":2023,"lang":"en","type":"article","venue":"Epileptic Disorders","topic":"Diet and metabolism studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Ketogenic diet; GLUT1; Glucose transporter; Electroencephalography; Continuous glucose monitoring; Glucose Transporter Type 1; Medicine; Epilepsy; Pediatrics; Internal medicine; Endocrinology; Psychiatry; Type 1 diabetes; Diabetes mellitus; Insulin","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":[0.0001289487,0.0001953524,0.0004180105,0.0002389631,0.00004472228,0.000006087062,0.00009677951,0.00005933025,0.00006932352],"category_scores_gemma":[0.00008026916,0.0001532453,0.00008853618,0.0007693294,0.00007978469,0.000073034,0.0000241564,0.0001451194,0.0001654491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002638125,"about_ca_system_score_gemma":0.00005415254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006582873,"about_ca_topic_score_gemma":0.00003162804,"domain_scores_codex":[0.9985965,0.00001959012,0.000299203,0.000286647,0.0004181977,0.000379849],"domain_scores_gemma":[0.9995028,0.00004667577,0.00006796545,0.0002655275,0.00005923994,0.00005778009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001141275,0.0006329832,0.9836076,0.00009421946,0.00007881955,0.0000161232,0.0017273,0.00005303255,0.0002573415,0.0001195412,0.0000558941,0.01221591],"study_design_scores_gemma":[0.002589457,0.002220261,0.9926645,0.0002181358,0.0001123604,4.28901e-7,0.00110857,0.00001020824,0.00006217252,0.0002548697,0.0005925868,0.0001664674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948313,0.0004304595,0.000001104685,0.00008790251,0.0002840067,0.0004986831,0.000007915323,0.00006829714,0.003790316],"genre_scores_gemma":[0.9990045,0.000474971,0.0000418359,0.00003678176,0.00001809192,0.00004512539,0.00002617956,0.0000349273,0.0003176298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01204944,"threshold_uncertainty_score":0.6249163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007240489919533041,"score_gpt":0.2331296107803764,"score_spread":0.2258891208608434,"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."}}