{"id":"W4387265159","doi":"10.3390/nu15194245","title":"Cancer Metabolism as a Therapeutic Target and Review of Interventions","year":2023,"lang":"en","type":"review","venue":"Nutrients","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Warburg effect; Cancer; Anaerobic glycolysis; Cancer cell; Glycolysis; Medicine; Cell metabolism; Anaerobic exercise; Reprogramming; Bioinformatics; Cellular metabolism; Biology; Cancer research; Metabolism; Cell; Physiology; 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":[0.0002573382,0.0003040411,0.001267473,0.00009995115,0.00004065613,0.00001160903,0.0002620519,0.0002374731,0.00008463687],"category_scores_gemma":[0.0000922145,0.0002496683,0.0008063293,0.0002833642,0.00007836064,0.000002981393,0.0001845213,0.0001539119,0.00002069724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000144616,"about_ca_system_score_gemma":0.0002614797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004205793,"about_ca_topic_score_gemma":0.000008786581,"domain_scores_codex":[0.998414,0.0001386387,0.000603906,0.0004350638,0.0001790968,0.0002292289],"domain_scores_gemma":[0.9989609,0.00001455173,0.0004170772,0.0004360302,0.00007558007,0.00009582574],"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":[0.000009397158,0.00009067063,0.000002465765,0.1675554,0.0008525921,7.464801e-7,0.0000124966,4.031403e-8,0.00004602683,0.0002093688,0.01434744,0.8168733],"study_design_scores_gemma":[0.0002366861,0.00003450635,0.000007456657,0.05968258,0.001491111,0.000009331539,0.000003188389,6.562458e-8,0.00005175826,0.00006641495,0.9382083,0.0002085359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009784839,0.9969333,0.00001899401,0.00003091194,0.001548052,0.0008326621,0.0004172703,0.00001287736,0.0001961601],"genre_scores_gemma":[0.000002264351,0.995685,0.00004825747,0.0002306007,0.0008371654,0.0004173293,0.0004043392,0.00006406444,0.002310983],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9238609,"threshold_uncertainty_score":0.9999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05914473516319648,"score_gpt":0.3909167132889032,"score_spread":0.3317719781257067,"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."}}