{"id":"W2765809544","doi":"10.3390/ijms18112269","title":"Hungry Neurons: Metabolic Insights on Seizure Dynamics","year":2017,"lang":"en","type":"review","venue":"International Journal of Molecular Sciences","topic":"Diet and metabolism studies","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Krembil Foundation; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Fondation Brain Canada","keywords":"Epileptogenesis; Ictal; Epilepsy; Neuroscience; Mechanism (biology); Population; Status epilepticus; Medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002996686,0.0008307916,0.001276214,0.002596296,0.0002742854,0.0009247868,0.0006900099,0.001000961,0.002904657],"category_scores_gemma":[0.0004152319,0.0002640648,0.0004094016,0.002036975,0.0004347523,0.00129358,0.0006959984,0.001297862,0.001525536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005449181,"about_ca_system_score_gemma":0.0007547073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008465197,"about_ca_topic_score_gemma":0.001608623,"domain_scores_codex":[0.9999056,0.00001341071,0.00001844175,0.00002013467,0.00003068525,0.00001179446],"domain_scores_gemma":[0.999843,0.00006512334,0.00002384341,0.000004620017,0.00004666858,0.00001670742],"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":[0.00009422588,0.00007983245,0.0003073804,0.02086915,0.0001017541,0.0004155027,0.000104162,0.0004499117,0.003140328,0.005602812,0.01914948,0.9496855],"study_design_scores_gemma":[0.00001285229,0.0001204753,0.001274781,0.003913677,0.0001081339,0.001989701,0.000107123,0.0001208189,0.0008168795,0.003060136,0.9884509,0.00002449874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001272721,0.9988126,0.00008775235,0.0001801283,0.0001238425,0.000002401867,0.00001237912,0.00000458482,0.0006491062],"genre_scores_gemma":[0.0006030943,0.9988173,0.00008393382,0.00008509168,0.00008514817,0.000002685946,0.00001601467,8.443053e-7,0.0003057972],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002904657,"threshold_uncertainty_score":0.009717047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08325275279527113,"score_gpt":0.4114859820299128,"score_spread":0.3282332292346417,"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."}}