{"id":"W1968554623","doi":"10.1016/j.eururo.2007.10.017","title":"Contemporary Prostate Cancer Prevalence among T1c Biopsy-Referred Men with a Prostate-Specific Antigen Level ≤ 4.0ng per Milliliter","year":2007,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Universität Hamburg","keywords":"Medicine; Prostate cancer; Biopsy; Prostate biopsy; Prostate-specific antigen; Rectal examination; Urology; Prostate; Population; Logistic regression; Gynecology; Cancer; 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":[0.0006349826,0.0004307358,0.0004988232,0.0001844395,0.0001363257,0.00004138397,0.0001838895,0.00008015301,0.0002805947],"category_scores_gemma":[0.0000191733,0.0003080874,0.0001007733,0.0002407003,0.0004500705,0.0001844343,0.0001069537,0.0003461725,0.0001845852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001532906,"about_ca_system_score_gemma":0.000163313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001459693,"about_ca_topic_score_gemma":0.00002884509,"domain_scores_codex":[0.9972452,0.0002125743,0.0005631893,0.0008989917,0.0003170553,0.0007629757],"domain_scores_gemma":[0.9984893,0.00008474577,0.0002423959,0.0006086231,0.0002280911,0.0003469079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005671391,0.0004568303,0.9592175,0.0001838141,0.0003534781,0.003555491,0.003665066,0.00001426365,0.005632372,0.00002434776,0.01208965,0.009135765],"study_design_scores_gemma":[0.004030543,0.001882464,0.8925036,0.0001738848,0.00009535382,0.0001330875,0.0001517589,0.00001441374,0.00196038,0.000006918902,0.09872479,0.0003228352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506656,0.01188313,0.0001070608,0.001543954,0.0001947134,0.001856621,0.000212791,0.0001706506,0.0333655],"genre_scores_gemma":[0.9904306,0.002446154,0.0004470557,0.001177357,0.0002410045,0.0001330456,0.0001369692,0.0001338924,0.004853924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08663514,"threshold_uncertainty_score":0.9999371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04246753563307383,"score_gpt":0.2738571121741281,"score_spread":0.2313895765410543,"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."}}