{"id":"W2158341993","doi":"10.1016/j.urology.2008.08.459","title":"PCA3 Urine mRNA Testing for Prostate Carcinoma: Patterns of Use by Community Urologists and Assay Performance in Reference Laboratory Setting","year":2008,"lang":"en","type":"article","venue":"Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Medicine; PCA3; Prostate biopsy; Prostate cancer; Biopsy; Rectal examination; Prostate; Urology; Concordance; Prostate-specific antigen; Urine; Gynecology; Internal medicine; Cancer","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":[0.005246289,0.0003062676,0.0005812337,0.002371034,0.001021251,0.001235521,0.0007685573,0.001002155,0.001429164],"category_scores_gemma":[0.03121949,0.0003833042,0.0003905573,0.002687766,0.000780697,0.0008662055,0.0007730946,0.0005534518,0.0002966814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007514256,"about_ca_system_score_gemma":0.001083219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01654656,"about_ca_topic_score_gemma":0.021875,"domain_scores_codex":[0.9928374,0.003106693,0.0007175003,0.0009156159,0.001881446,0.0005413526],"domain_scores_gemma":[0.976122,0.01245678,0.004570264,0.001153466,0.004677699,0.001019761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001470502,0.0000429572,0.994598,0.00001450062,0.0000373402,0.00005501268,0.0003557973,0.0000428025,0.000608205,0.00001899085,0.0001107613,0.003968492],"study_design_scores_gemma":[0.000008414188,0.0002530369,0.996926,0.00001526698,0.00003746599,0.0005113612,0.0006860683,0.0005357928,0.0007256537,0.00003821853,0.0002540319,0.000008566163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982265,0.0004036637,0.0002951583,0.0001126136,0.000007299631,0.000008726157,0.0001324209,0.00002191069,0.0007917866],"genre_scores_gemma":[0.9995043,0.0000651977,0.0002269689,0.00004325222,0.000005852547,0.00000390252,0.00008737265,0.000005793207,0.00005733531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01654656,"threshold_uncertainty_score":0.03290051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05124643039284592,"score_gpt":0.272499502739435,"score_spread":0.2212530723465891,"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."}}