{"id":"W1992215279","doi":"10.1186/2049-3002-1-1","title":"Why Cancer & Metabolism? Why now?","year":2013,"lang":"en","type":"article","venue":"Cancer & Metabolism","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Carcinogenesis; Cancer; Epigenome; Biology; Cancer cell; Context (archaeology); Cell metabolism; Cancer research; Overnutrition; Bioinformatics; Cell; Genetics; Endocrinology; DNA methylation; Gene; Obesity","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002545346,0.0007177101,0.0008867375,0.0001862062,0.0002609477,0.0001856028,0.0008187334,0.0004455459,0.00392618],"category_scores_gemma":[0.00008888733,0.0006603397,0.0004986534,0.0004879377,0.0002826119,0.00006014431,0.0003118742,0.0003936335,0.0003292126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005111229,"about_ca_system_score_gemma":0.0004609461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006097055,"about_ca_topic_score_gemma":0.003476134,"domain_scores_codex":[0.996282,0.0001716982,0.0006351885,0.001207324,0.000537716,0.001166033],"domain_scores_gemma":[0.9972203,0.00002103178,0.0003066754,0.001283725,0.0006056921,0.0005626163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006266971,0.00007002806,0.0002279492,0.00003681465,0.000294457,5.406766e-7,0.0001655845,0.0001055106,0.3851405,0.0003008404,0.5885827,0.02501241],"study_design_scores_gemma":[0.00144758,0.0000159753,0.006944448,0.00002921348,0.0003363558,0.000009956215,0.00005474493,0.00001498043,0.06597869,0.0003078214,0.9240647,0.000795544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.528325,0.4323718,0.002232608,0.007485753,0.02271491,0.001622013,0.0006048529,0.0001952279,0.004447891],"genre_scores_gemma":[0.24625,0.3837602,0.008206922,0.1463459,0.1138665,0.01266579,0.001149241,0.001160331,0.08659505],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.335482,"threshold_uncertainty_score":0.9995848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473566233443486,"score_gpt":0.2722417089442749,"score_spread":0.25750604660984,"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."}}