{"id":"W2012318195","doi":"10.1016/j.eururo.2006.03.026","title":"High Incidence of Prostate Cancer Detected by Saturation Biopsy after Previous Negative Biopsy Series","year":2006,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":229,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Nomogram; Medicine; Biopsy; Prostate cancer; Prostate biopsy; Prostate; Urology; Prostate-specific antigen; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004766201,0.0001597847,0.000377243,0.00135987,0.0005229104,0.000642653,0.0004758364,0.0006960618,0.004570672],"category_scores_gemma":[0.00332463,0.0002806797,0.0005392765,0.0006924991,0.0003587821,0.0005601157,0.0003572892,0.0005155054,0.000417939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003167046,"about_ca_system_score_gemma":0.0004748293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004001295,"about_ca_topic_score_gemma":0.004744277,"domain_scores_codex":[0.9995759,0.00009129527,0.00003289643,0.00008991906,0.00009417102,0.000115861],"domain_scores_gemma":[0.9974515,0.0008758903,0.0005367098,0.0002135269,0.0002395597,0.0006827748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001663548,0.00002305206,0.9968777,0.00001016321,0.00004106907,0.0005345346,0.00006203836,0.00003314135,0.0007771898,0.00003605476,0.0001034774,0.001335228],"study_design_scores_gemma":[0.000003057498,0.0000740425,0.9970295,0.000005225978,0.00003008645,0.002214194,0.0001224154,0.0001124434,0.0001776658,0.00005138712,0.0001743154,0.000005471589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977872,0.0007309485,0.00008270225,0.00007033792,0.00001723248,0.000002132605,0.0001499708,0.00001308808,0.001146309],"genre_scores_gemma":[0.9995796,0.00010569,0.00001785184,0.00001733113,0.0000153147,6.746003e-7,0.00009560857,0.000002982796,0.0001648778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004570672,"threshold_uncertainty_score":0.01529038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005619682191881058,"score_gpt":0.2286029590648234,"score_spread":0.2229832768729424,"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."}}