{"id":"W1982945720","doi":"10.4028/www.scientific.net/amr.995.1","title":"Pentose Phosphate Pathway in Disease and Therapy","year":2014,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Amino Acid Enzymes and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pentose phosphate pathway; Metabolic pathway; Biology; Biosynthesis; Biochemistry; Oxidative phosphorylation; Ribose; Metabolism; Cell biology; Glycolysis; Gene; Enzyme","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":[0.0006787156,0.00009934258,0.0001285191,0.00005043333,0.00006074473,0.00003926435,0.0001337489,0.00005530675,0.00007008114],"category_scores_gemma":[0.0001669892,0.00008427996,0.00001678605,0.00006806905,0.00009769827,0.000007231443,0.0001442019,0.0000606088,0.00001400398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005026033,"about_ca_system_score_gemma":0.00003469515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002684856,"about_ca_topic_score_gemma":0.000008557895,"domain_scores_codex":[0.9988627,0.0001905363,0.0001356274,0.0003130932,0.0001539278,0.0003440677],"domain_scores_gemma":[0.9994752,0.00001832572,0.0000233358,0.0002921514,0.00006037159,0.0001306113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003555498,0.00003234085,0.0002354914,0.00001637152,0.000003927102,0.000003411319,0.00002631287,0.000007441934,0.9582198,0.0005740271,0.00005212757,0.04047323],"study_design_scores_gemma":[0.0008113423,0.0001086346,0.006771817,0.00001130057,5.843929e-7,9.261842e-7,0.00001650341,0.000003872595,0.805297,0.0006679458,0.1862139,0.00009620309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938086,0.005309159,0.00005352262,0.0001106854,0.0001197135,0.0002424505,0.00001613987,0.000006709535,0.0003330365],"genre_scores_gemma":[0.9902338,0.008120651,0.0002480203,0.0001247959,0.0001699394,0.00008344739,0.00004731006,0.00002082621,0.0009512505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1861618,"threshold_uncertainty_score":0.3436837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219709240192886,"score_gpt":0.3283801007683363,"score_spread":0.3061830083664075,"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."}}