{"id":"W1682056546","doi":"10.15844/pedneurbriefs-29-9-2","title":"Ketone Bodies Mediate Antiseizure Effects","year":2015,"lang":"en","type":"article","venue":"Pediatric Neurology Briefs","topic":"Diet and metabolism studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ketogenic diet; Ketone bodies; Ketone; Medicine; Psychology; Internal medicine; Neuroscience; Epilepsy; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002778492,0.0002501953,0.0006182144,0.0002113558,0.00007830418,0.00001118313,0.000121498,0.0001708482,0.00002029747],"category_scores_gemma":[0.0009635484,0.0002079988,0.0001163225,0.0002661583,0.0001513678,0.00008105329,0.0001558284,0.000380716,0.0003630785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008822888,"about_ca_system_score_gemma":0.0001417941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002339988,"about_ca_topic_score_gemma":0.00000670981,"domain_scores_codex":[0.9983627,0.0001054998,0.0002751799,0.0004115027,0.0003285275,0.0005166],"domain_scores_gemma":[0.998818,0.0002271045,0.0001049799,0.0003173783,0.0001640423,0.0003685165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006702305,0.0002902545,0.7289965,0.0002531898,0.0001223842,0.001731106,0.001218692,0.000002663764,0.0002207598,0.000278502,0.262828,0.003387709],"study_design_scores_gemma":[0.004759014,0.001238956,0.8402418,0.000004660646,0.0009267604,0.000193852,0.00002576866,0.00001500573,0.0002123654,0.0007166443,0.1513762,0.0002888646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965036,0.01357401,0.00002261119,0.006365201,0.003258791,0.0003933031,0.00000602429,0.0002663098,0.01107772],"genre_scores_gemma":[0.9818867,0.004078025,0.0001994575,0.007820494,0.003923792,0.00005107794,0.00001471801,0.00004740763,0.001978328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1114517,"threshold_uncertainty_score":0.8481944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869994502485358,"score_gpt":0.2663825957554145,"score_spread":0.2476826507305609,"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."}}