{"id":"W2806165623","doi":"10.18632/oncotarget.25525","title":"Metabolite profiling identifies a signature of tumorigenicity in hepatocellular carcinoma","year":2018,"lang":"en","type":"article","venue":"Oncotarget","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Glycolysis; Cancer research; Hepatocellular carcinoma; Metabolite; Anaerobic glycolysis; Biology; Metabolome; Metabolomics; Cancer cell; Hypoxia (environmental); Endocrinology; Internal medicine; Medicine; Cancer; Metabolism; Chemistry; Bioinformatics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002796889,0.0001619647,0.0002781143,0.00007751286,0.00004384021,0.00001221344,0.0002101334,0.0001602068,0.00003728953],"category_scores_gemma":[0.00007179042,0.0001554887,0.0001283489,0.0001835825,0.000134956,0.000006903608,0.0001007293,0.0001209749,0.000008680334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001233141,"about_ca_system_score_gemma":0.0001457123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001953116,"about_ca_topic_score_gemma":0.0001120983,"domain_scores_codex":[0.9988401,0.0000664691,0.000290046,0.0003542603,0.0001612189,0.0002878887],"domain_scores_gemma":[0.999289,0.000005898192,0.0001127315,0.0003666462,0.000156601,0.00006916413],"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":[0.00009488931,0.00005419321,0.08686078,0.00003297427,0.00002525866,0.00000226209,0.0001668669,0.000003814705,0.9114096,0.0001706441,0.001030746,0.0001479664],"study_design_scores_gemma":[0.0005275843,0.00009232522,0.03189668,0.00001038056,0.00002496742,0.000004952008,0.00007752363,0.00009988901,0.8789063,0.0002218746,0.08796578,0.0001717073],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846088,0.01280792,0.0001961247,0.00002687112,0.001173649,0.0002171293,0.00005208488,0.000008876125,0.0009085331],"genre_scores_gemma":[0.9957055,0.0003008439,0.001053727,0.0001165105,0.001852438,0.00002099741,0.00009621545,0.00002224314,0.0008314701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08693504,"threshold_uncertainty_score":0.6340643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009873400181257656,"score_gpt":0.2472423591079861,"score_spread":0.2373689589267284,"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."}}