{"id":"W2063851020","doi":"10.1023/a:1022433421761","title":"Metabolic Parameters of Epilepsy: Adjuncts to Established Antiepileptic Drug Therapy","year":2003,"lang":"en","type":"review","venue":"Neurochemical Research","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Queen's University","funders":"","keywords":"Neurochemistry; Neurochemical; Neuroscience; Epilepsy; Glutamate receptor; Neurology; Glutamine; Psychology; Biology; Medicine; Internal medicine; Biochemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001330049,0.000591918,0.001727918,0.0004604029,0.00008518543,0.00006840046,0.001366935,0.0005244992,0.0001106716],"category_scores_gemma":[0.001903371,0.0004901575,0.0006846082,0.001333146,0.0003654925,0.000004565193,0.000465302,0.0008429618,0.0001144915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008101775,"about_ca_system_score_gemma":0.00070159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002673713,"about_ca_topic_score_gemma":0.00000293423,"domain_scores_codex":[0.9944798,0.001229635,0.0008710829,0.001320617,0.001034803,0.001064053],"domain_scores_gemma":[0.9969569,0.0002988214,0.0001932913,0.001603511,0.0004136597,0.0005338608],"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":[0.000101017,0.0002840571,0.0000238581,0.002088666,0.0001878893,0.000006958189,0.00003693546,0.000001236681,0.01718785,0.00006691672,0.03746648,0.9425482],"study_design_scores_gemma":[0.0003766083,0.0001808592,0.00001341234,0.0004360426,0.00008798697,0.000009336402,0.00001545679,4.821024e-7,0.02008953,0.00007055502,0.9783169,0.000402803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0156078,0.9809606,0.00002244379,0.00003694111,0.000314295,0.00146223,0.00007033253,0.0000120563,0.001513304],"genre_scores_gemma":[0.0004328785,0.9964608,0.0007788487,0.0002441342,0.0001764481,0.0002988854,0.0002420599,0.000140568,0.001225366],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9421453,"threshold_uncertainty_score":0.999755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1020827447942191,"score_gpt":0.4063340575810132,"score_spread":0.3042513127867941,"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."}}