{"id":"W370119329","doi":"10.1007/978-1-59745-153-6_7","title":"The Hexosamine Biosynthesis Pathway","year":2007,"lang":"en","type":"book-chapter","venue":"Humana Press eBooks","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Glycolysis; Reactive oxygen species; Oxidative phosphorylation; Biochemistry; Mitochondrion; Glyceraldehyde 3-phosphate dehydrogenase; Glucose transporter; Carbohydrate metabolism; Metabolism; Oxidative stress; Poly ADP ribose polymerase; Chemistry; Dehydrogenase; Biology; Enzyme; Polymerase; Endocrinology","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":[0.0002843117,0.0003716795,0.0005074529,0.0001219751,0.0002432066,0.00005075108,0.000173348,0.0003379238,0.0005766681],"category_scores_gemma":[0.00009184874,0.0002433347,0.0002722605,0.0000044012,0.000294064,0.00001373834,0.00007934224,0.0004019864,0.000175132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006469395,"about_ca_system_score_gemma":0.00007121578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002663223,"about_ca_topic_score_gemma":0.00001784142,"domain_scores_codex":[0.9984249,0.00001580173,0.0004158746,0.0003592055,0.0004411571,0.0003430611],"domain_scores_gemma":[0.9982557,0.0004070328,0.0001975631,0.0008312525,0.0001226594,0.0001858315],"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":[0.0003196624,0.00002774133,0.000001680715,0.0002343831,0.0006892632,0.0001585873,0.0001230591,1.247533e-7,0.0002362325,0.4535538,0.02457913,0.5200763],"study_design_scores_gemma":[0.000469723,0.0001201302,0.00002054207,0.0003417109,0.0003270883,0.00001759346,0.000008916219,0.000008795454,0.00520158,0.001662226,0.9915746,0.0002471176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005903663,0.01473868,0.00001860089,0.00005324024,0.0003816987,0.0004866515,0.00002477377,0.0001708596,0.9840665],"genre_scores_gemma":[0.001396887,0.0008398507,0.00008305215,0.0007040228,0.0008276611,0.00002740944,0.00003347103,0.00009532137,0.9959923],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9669954,"threshold_uncertainty_score":0.9922899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09977305881252989,"score_gpt":0.2773160858955558,"score_spread":0.1775430270830259,"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."}}