{"id":"W2518498353","doi":"10.21873/anticanres.10994","title":"The Utility of Serum CA9 for Prognostication in Prostate Cancer","year":2016,"lang":"en","type":"article","venue":"Anticancer Research","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"Princess Margaret Cancer Foundation","keywords":"Prostate cancer; Prostate; Medicine; Cancer; Prostate disease; Pathology; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004341661,0.0002787263,0.0002455977,0.0007947864,0.0002825152,0.0005677097,0.0003004407,0.0003090376,0.001094342],"category_scores_gemma":[0.001480516,0.0001109943,0.0001456122,0.000612632,0.0003675282,0.0001894772,0.0002141179,0.0003390903,0.0001921591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005757813,"about_ca_system_score_gemma":0.0004500274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00796018,"about_ca_topic_score_gemma":0.008788438,"domain_scores_codex":[0.9998314,0.00004187259,0.00001623929,0.00003645695,0.00004307773,0.00003097929],"domain_scores_gemma":[0.9989824,0.0002327866,0.0003819861,0.00003721709,0.0001815262,0.0001840243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004087513,0.00001036368,0.9923862,0.00001994894,0.0000357591,0.00004994448,0.00001982409,0.0001159284,0.002002851,0.00001806471,0.000119953,0.004812425],"study_design_scores_gemma":[0.00001126668,0.0001574676,0.9961836,0.00001245887,0.00004630227,0.0006278881,0.00004637837,0.0007199377,0.001610498,0.00005254802,0.0005256418,0.000006017933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946765,0.003468986,0.0004028151,0.0001300741,0.00001577443,0.0000165549,0.0004418598,0.00002225777,0.0008251104],"genre_scores_gemma":[0.9992524,0.0002034078,0.0002450975,0.00001340739,0.00001199039,0.000002688652,0.0001726263,0.000001311543,0.00009692827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00796018,"threshold_uncertainty_score":0.01582766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05568929794518301,"score_gpt":0.4111464796863095,"score_spread":0.3554571817411264,"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."}}