{"id":"W2047060378","doi":"10.1158/1538-7445.am2013-4650","title":"Abstract 4650: From bench to bedside: are cytokines still relevant biomarkers for staging cancer cachexia.","year":2013,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; GDF15; Internal medicine; Cachexia; Cancer; Gastroenterology; FGF21; Endocrinology; Oncology; Fibroblast growth factor","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":[0.001084076,0.0004725388,0.0005124809,0.0004357299,0.0001203829,0.001536422,0.0001686793,0.0005412375,0.004020546],"category_scores_gemma":[0.001490421,0.0001598249,0.0001454085,0.0003679861,0.000463453,0.0008653772,0.000167506,0.0008215581,0.002202097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002515659,"about_ca_system_score_gemma":0.0002999273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002576067,"about_ca_topic_score_gemma":0.0002676455,"domain_scores_codex":[0.9997498,0.00008236486,0.00002357613,0.00005174311,0.00006640926,0.00002609565],"domain_scores_gemma":[0.9991995,0.0003498444,0.0001721168,0.00003578661,0.0001345914,0.0001082601],"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":[0.01779404,0.0006346617,0.2599636,0.003511672,0.0003277306,0.0005619057,0.0003384184,0.0005589531,0.3002726,0.001842097,0.02801684,0.3861775],"study_design_scores_gemma":[0.0005557524,0.008447638,0.7653087,0.001647133,0.0007649646,0.003901816,0.000924418,0.003233575,0.1079451,0.0041349,0.1030429,0.00009297364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5712101,0.372669,0.007193138,0.02243425,0.003594896,0.0002149653,0.006421528,0.00037356,0.01588856],"genre_scores_gemma":[0.9414918,0.03459531,0.005794938,0.005935663,0.003141742,0.0001490418,0.002939786,0.00004922811,0.005902424],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004020546,"threshold_uncertainty_score":0.01345003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05533091605430988,"score_gpt":0.3796706978658581,"score_spread":0.3243397818115482,"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."}}