{"id":"W2098905361","doi":"10.1016/j.urology.2006.12.014","title":"PCA3 Molecular Urine Assay for Prostate Cancer in Men Undergoing Repeat Biopsy","year":2007,"lang":"en","type":"article","venue":"Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":442,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Prostate cancer; PCA3; Biopsy; Prostate biopsy; Urology; Receiver operating characteristic; Rectal examination; Prostate-specific antigen; Prostate; Urine; Area under the curve; Internal medicine; Cancer; Gynecology","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":[0.000640494,0.0003450739,0.0006508807,0.001033086,0.0007862811,0.0006929329,0.0004982741,0.0009563327,0.002835753],"category_scores_gemma":[0.003760937,0.0002936725,0.0009102551,0.0006663634,0.0003448404,0.0005236007,0.0002769629,0.0009476818,0.0002668712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007583047,"about_ca_system_score_gemma":0.001126137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01194835,"about_ca_topic_score_gemma":0.02146288,"domain_scores_codex":[0.9994262,0.0001246328,0.00004922076,0.00006229806,0.0002160682,0.0001215584],"domain_scores_gemma":[0.9988543,0.0004027575,0.0002936126,0.00005729933,0.0001807377,0.0002112347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006521911,0.0000575693,0.9928473,0.00002080728,0.00006202682,0.0005218226,0.00004516538,0.0001200087,0.0008455155,0.00004093432,0.0005131855,0.004273567],"study_design_scores_gemma":[0.00001984226,0.0006581121,0.9921057,0.00002243548,0.0001571306,0.003708708,0.0002216254,0.001096409,0.001057873,0.00009838875,0.0008396728,0.00001410994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922093,0.003552365,0.000251265,0.0004457064,0.00008854464,0.00002376019,0.0003547901,0.00004054611,0.003033645],"genre_scores_gemma":[0.998741,0.0002773166,0.0001846481,0.0001594196,0.00004576041,0.000006005323,0.0001672994,0.000004756032,0.0004138832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01194835,"threshold_uncertainty_score":0.02375758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207120907398986,"score_gpt":0.2979659584227148,"score_spread":0.2858947493487249,"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."}}