{"id":"W1988138874","doi":"10.1038/nm.2631","title":"Tumor strengths and frailties: Cancer SUMmOns Otto's metabolism","year":2012,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Warburg effect; Cancer; Colorectal cancer; Carcinogenesis; Cancer cell; Medicine; Disease; Cancer research; Causes of cancer; Melanoma; Immunology; Bioinformatics; Biology; Internal medicine","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":[0.001179496,0.0003465338,0.0003826408,0.0005321197,0.001307682,0.002200004,0.0003262643,0.001313698,0.003796603],"category_scores_gemma":[0.001852487,0.0001169992,0.000308254,0.0003999202,0.002407976,0.001235661,0.001877942,0.003016294,0.0003350929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002380557,"about_ca_system_score_gemma":0.002755733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0157264,"about_ca_topic_score_gemma":0.0476424,"domain_scores_codex":[0.9997608,0.00005220594,0.00001070586,0.00002950378,0.00007849142,0.00006818634],"domain_scores_gemma":[0.9991995,0.0001884861,0.00006169377,0.00003484823,0.0001527123,0.0003627905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001210708,0.0002739484,0.03639757,0.0006898632,0.0002747679,0.001711788,0.004422303,0.0008623184,0.008970576,0.1181056,0.3669994,0.4600811],"study_design_scores_gemma":[0.0002079207,0.0005422672,0.0595656,0.001285685,0.0002740507,0.0017821,0.006727973,0.0005705844,0.00254627,0.0927601,0.8335828,0.0001546356],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07491231,0.1553141,0.0007624539,0.7294183,0.01208948,0.00002193229,0.0001907395,0.0000479143,0.02724276],"genre_scores_gemma":[0.7169482,0.1609718,0.00115825,0.06860208,0.01182722,0.00003698164,0.00008944288,0.00004372971,0.04032224],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0157264,"threshold_uncertainty_score":0.03126973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005675505459625298,"score_gpt":0.2910613289886494,"score_spread":0.2853858235290241,"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."}}