{"id":"W2921553088","doi":"10.1097/01.ju.0000557079.17509.d9","title":"PD55-12 INCREMENTAL UTILITY OF MP-MRI PERFORMED BEFORE CONFIRMATORY BIOPSY IN REDUCING THE RISK OF PROGRESSION DURING ACTIVE SURVEILLANCE FOR MEN WITH LOW RISK PROSTATE CANCER: IS IMAGING ALWAYS USEFUL?","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Biopsy; Oncology; Radiology; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003061095,0.000514721,0.0009772526,0.0006415185,0.0002092397,0.001608559,0.0007152168,0.0009717335,0.004286547],"category_scores_gemma":[0.01941627,0.0003323292,0.001297412,0.0004216678,0.0002700012,0.0006855782,0.0007138803,0.001585091,0.001105989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005820234,"about_ca_system_score_gemma":0.0009460232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003278765,"about_ca_topic_score_gemma":0.003971517,"domain_scores_codex":[0.9983569,0.0008007953,0.00008334115,0.0002164769,0.0003961522,0.000146302],"domain_scores_gemma":[0.9926391,0.003724091,0.001155355,0.0003277851,0.0013655,0.0007881187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03081931,0.001036437,0.4212512,0.001137989,0.001836119,0.000283819,0.0001264005,0.002874072,0.002247175,0.0006741609,0.02386809,0.5138453],"study_design_scores_gemma":[0.002269298,0.01271651,0.9382139,0.001399803,0.005697841,0.001154034,0.0002459868,0.01305091,0.003004667,0.001520921,0.02059023,0.0001360266],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8638827,0.07204612,0.003853255,0.02022869,0.002409947,0.000423677,0.003964667,0.0004581664,0.03273286],"genre_scores_gemma":[0.9759908,0.01059134,0.00391577,0.002707224,0.001957488,0.00009987555,0.00200067,0.00006702738,0.002669735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004286547,"threshold_uncertainty_score":0.01618886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009282675752961949,"score_gpt":0.292236985587519,"score_spread":0.282954309834557,"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."}}