{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072734,0.00006849314,0.0001037948,0.00003886573,0.00009920613,0.00001324424,0.0002119866,0.00005153421,0.00002656103],"category_scores_gemma":[0.0004857187,0.00003998927,0.00004472186,0.0001623946,0.0003565674,0.0000047997,0.00008315581,0.00006892585,0.00000215718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002087366,"about_ca_system_score_gemma":0.0004294737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003203408,"about_ca_topic_score_gemma":0.00185051,"domain_scores_codex":[0.998832,0.00009857723,0.0001844087,0.0002678359,0.0002214141,0.0003957508],"domain_scores_gemma":[0.9990521,0.0001318787,0.00004285484,0.000337073,0.0003883585,0.00004773961],"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":[0.0007802065,0.0000831291,0.05732351,0.0000946173,0.00004440146,2.253217e-7,0.0001276532,0.000001107842,0.4247127,0.0009030122,0.0106445,0.505285],"study_design_scores_gemma":[0.001088078,0.000169034,0.165641,0.00007121619,0.000008167449,7.543314e-7,0.00009598412,0.00007098749,0.3939516,0.00106209,0.4377352,0.0001059135],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860749,0.007447452,0.0001843908,0.003942278,0.0003914796,0.001185021,0.0001999422,0.000004624896,0.0005698932],"genre_scores_gemma":[0.9849096,0.0124551,0.0000519504,0.00002747949,0.0004078702,0.0005382613,0.0000046758,0.0000127576,0.001592302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.505179,"threshold_uncertainty_score":0.1630715,"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."}}