{"id":"W2887049708","doi":"10.1158/1055-9965.epi-18-0369","title":"Tristetraprolin Is a Prognostic Biomarker for Poor Outcomes among Patients with Low-Grade Prostate Cancer","year":2018,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome British Columbia","funders":"National Cancer Institute; Prostate Cancer Foundation; American Cancer Society","keywords":"Prostate cancer; Biochemical recurrence; Medicine; Biomarker; Oncology; Internal medicine; Proportional hazards model; Prostatectomy; Cancer; Metastasis; Cohort; Hazard ratio; PCA3; Localized disease; breakpoint cluster region; Biology; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009079716,0.0004670999,0.0006742009,0.0001442506,0.0002379282,0.00001900683,0.0002845255,0.0004217489,0.0001064346],"category_scores_gemma":[0.0004439115,0.0003724425,0.0003773496,0.0002306667,0.0007072756,0.00002759765,0.00008433007,0.0001203685,0.000006863308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009901573,"about_ca_system_score_gemma":0.000325673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004494677,"about_ca_topic_score_gemma":0.001641775,"domain_scores_codex":[0.9967982,0.000371499,0.0007495247,0.001083187,0.0001577195,0.0008398339],"domain_scores_gemma":[0.9980953,0.000134067,0.0006209913,0.0004929194,0.0004326998,0.0002240135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001748937,0.0001865825,0.8745764,0.0001178315,0.001059257,6.257899e-8,0.00007155327,0.000005574053,0.003620866,0.00001384316,0.09449334,0.02410571],"study_design_scores_gemma":[0.00507781,0.0007182047,0.8169535,0.0002036861,0.0003957574,0.000001238944,0.00003026079,0.0001601919,0.002046198,0.0003679682,0.1735099,0.0005353516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742516,0.007834704,0.003098287,0.001873656,0.008960833,0.00323116,0.0006273598,0.00005982181,0.0000625577],"genre_scores_gemma":[0.9719028,0.002410809,0.003546833,0.00343336,0.006795087,0.005641751,0.001606388,0.0001704977,0.004492422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07901651,"threshold_uncertainty_score":0.9998727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02280209685569653,"score_gpt":0.3286304197217707,"score_spread":0.3058283228660742,"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."}}