{"id":"W4353088292","doi":"10.54097/hset.v36i.6238","title":"Nutrient Metabolisms in Cancer and Related Signaling Pathways","year":2023,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Carcinogenesis; Cancer; Metabolic pathway; Cancer cell; Epigenetics; PI3K/AKT/mTOR pathway; Pentose phosphate pathway; Signal transduction; Anaerobic glycolysis; Cancer research; Cell biology; Glycolysis; Metabolism; Genetics; Biochemistry; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001241594,0.0004144283,0.0002893156,0.000713594,0.0004060423,0.0008982641,0.0002002201,0.0004078578,0.001531194],"category_scores_gemma":[0.0000951594,0.00009217865,0.0002301645,0.0008971444,0.000264122,0.0005078411,0.0004256548,0.0004801727,0.000338561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008595895,"about_ca_system_score_gemma":0.0005145482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001434763,"about_ca_topic_score_gemma":0.001649216,"domain_scores_codex":[0.9999089,0.00001843555,0.000006259152,0.00002030082,0.00002349315,0.00002250055],"domain_scores_gemma":[0.9999541,0.000005990524,0.00001235069,0.000002103975,0.00001247302,0.00001289775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001269353,0.0002654473,0.009951452,0.003490297,0.0002301294,0.003008805,0.000607738,0.003498974,0.5016858,0.08783884,0.01035248,0.3778006],"study_design_scores_gemma":[0.00006588564,0.000885736,0.08321396,0.0008077017,0.000320862,0.009109451,0.001661626,0.006537566,0.2153611,0.07259769,0.6092846,0.0001539043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1562514,0.78411,0.01676033,0.005077903,0.0008690408,0.00007964069,0.001158122,0.0002383275,0.03545532],"genre_scores_gemma":[0.533507,0.4388664,0.008455103,0.001106663,0.0004759755,0.00009363731,0.001260002,0.00003066198,0.01620444],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001531194,"threshold_uncertainty_score":0.006236792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007722187358778741,"score_gpt":0.2256478368368511,"score_spread":0.2179256494780723,"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."}}