{"id":"W2075102381","doi":"10.5489/cuaj.10196","title":"Metabolic features of clear-cell renal cell carcinoma: mechanisms and clinical implications","year":2011,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Renal cell carcinoma; Biology; Cell; Disease; Cancer research; Cancer cell; Cancer; Metabolic pathway; Bioinformatics; Cell metabolism; Bioenergetics; Clear cell; Cell growth; Metabolism; Medicine; Cell biology; Internal medicine; Endocrinology; Biochemistry; Genetics; Mitochondrion","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006071754,0.0001222482,0.0002325726,0.00007384036,0.0001571912,0.00002526952,0.0001857118,0.0003540151,0.00008712528],"category_scores_gemma":[0.0001909376,0.0001077099,0.0001717663,0.00008509053,0.00005840462,0.000006938535,0.00003708276,0.0003286899,0.000004989723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003285175,"about_ca_system_score_gemma":0.0003433127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007572951,"about_ca_topic_score_gemma":0.000972475,"domain_scores_codex":[0.9987689,0.0001887479,0.0003593882,0.0002345734,0.0001213422,0.0003270262],"domain_scores_gemma":[0.9987812,0.00002692485,0.0003241505,0.0001560696,0.0002100875,0.0005015779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004563014,0.0006332319,0.5440491,0.00002088293,0.0004384099,0.00001393829,0.0004976781,0.000013408,0.3083372,0.01064255,0.1100897,0.02480762],"study_design_scores_gemma":[0.0007857648,0.0003759208,0.8697591,9.780811e-7,0.0001177554,0.000048134,0.00004029043,0.000002635666,0.00991665,0.001823506,0.1169766,0.0001526763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855573,0.005167284,0.0006279026,0.001236302,0.0008478808,0.0001594985,0.0001153898,0.000007010552,0.006281453],"genre_scores_gemma":[0.994786,0.001255224,0.001317294,0.001106414,0.0008617562,0.000004873682,0.0000207905,0.00001207153,0.000635633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.32571,"threshold_uncertainty_score":0.4392284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554148419816061,"score_gpt":0.2329050479175793,"score_spread":0.2173635637194187,"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."}}