{"id":"W2138090961","doi":"10.1158/1078-0432.ccr-12-3283","title":"Urinary TMPRSS2:ERG and PCA3 in an Active Surveillance Cohort: Results from a Baseline Analysis in the Canary Prostate Active Surveillance Study","year":2013,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute","keywords":"TMPRSS2; Prostate; Medicine; Prostate cancer; Erg; Urinary system; Cohort; Baseline (sea); Cohort study; Oncology; Internal medicine; Urology; Cancer; Biology; Ophthalmology; Coronavirus disease 2019 (COVID-19)","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":[],"consensus_categories":[],"category_scores_codex":[0.007066829,0.0003063084,0.001108388,0.0004208399,0.0001538198,0.00009710826,0.0003620007,0.0001615532,0.000188305],"category_scores_gemma":[0.001586805,0.0002060091,0.0001369446,0.002276295,0.0004691517,0.000252049,0.0002296504,0.001281955,0.00001577766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006593955,"about_ca_system_score_gemma":0.0007121967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1257906,"about_ca_topic_score_gemma":0.2389344,"domain_scores_codex":[0.9917042,0.003899266,0.001117486,0.001451995,0.001025732,0.0008013155],"domain_scores_gemma":[0.9917995,0.005810728,0.0002037908,0.001120626,0.0006550075,0.0004103611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006573874,0.003544816,0.9531973,0.00001964531,0.0006825209,0.0005640758,0.002811224,0.00005609675,0.00001373855,0.000001318725,0.0009439598,0.0315914],"study_design_scores_gemma":[0.007518917,0.003206784,0.9833469,0.00008780638,0.0001044457,0.000002062709,0.003653868,0.001440293,0.00003354091,0.00009278944,0.0003050989,0.0002074435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844338,0.001439816,7.828866e-7,0.00821209,0.0000877549,0.004468509,0.001080542,0.00002238336,0.0002543294],"genre_scores_gemma":[0.9901904,0.005940828,0.00002790346,0.0003840308,0.0002441998,0.002645777,0.0004137818,0.00003204983,0.0001210178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1131438,"threshold_uncertainty_score":0.8800309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1410270298753342,"score_gpt":0.4879926616732129,"score_spread":0.3469656317978786,"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."}}