{"id":"W2100762183","doi":"10.1016/j.eururo.2011.05.006","title":"The Contemporary Concept of Significant Versus Insignificant Prostate Cancer","year":2011,"lang":"en","type":"review","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":314,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Nomogram; Prostatectomy; Prostate cancer; Prostate; Disease; MEDLINE; Biochemical recurrence; Cancer; Oncology; Gynecology; Internal medicine","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":[0.0003662349,0.0004890756,0.001670289,0.00009948812,0.00009980298,0.00001453505,0.0003340139,0.0001233556,0.0001202182],"category_scores_gemma":[0.0001034954,0.0002701587,0.0005811799,0.0001889219,0.0006552078,0.00002633325,0.0001567704,0.0004825747,0.0001485519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001548316,"about_ca_system_score_gemma":0.001157226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001428367,"about_ca_topic_score_gemma":0.000005734451,"domain_scores_codex":[0.9970881,0.0008159342,0.0009425461,0.0005804273,0.000153783,0.000419157],"domain_scores_gemma":[0.9974991,0.0005364832,0.00083795,0.0007914432,0.0001479807,0.0001870344],"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":[0.0006657771,0.0001990117,0.0000871922,0.001424025,0.001810349,0.0005368587,0.0003483967,4.174517e-7,0.000001112035,0.0005413078,0.01266147,0.9817241],"study_design_scores_gemma":[0.001753103,0.002772595,0.0002087216,0.001265401,0.001565412,0.0000227389,0.00002089869,3.899275e-7,0.00000881593,0.000006438853,0.9921567,0.0002187797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003927575,0.9733472,0.000001209877,0.0001644834,0.001001082,0.001918412,0.0002861835,0.00005175191,0.02319044],"genre_scores_gemma":[0.004375981,0.9937934,0.00001156989,0.0001243173,0.0002561669,0.000323871,0.0001707337,0.0001322587,0.0008116607],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9815053,"threshold_uncertainty_score":0.9999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170560871095457,"score_gpt":0.3412844884386875,"score_spread":0.2242284013291418,"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."}}