{"id":"W4239185747","doi":"10.1097/ju.0000000000000734","title":"This Month in Adult Urology","year":2020,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nomogram; Prostate cancer; Prostate-specific antigen; Prostate; Management of prostate cancer; Magnetic resonance imaging; Prostate disease; Urology; Cancer; Radiology; Oncology; Internal medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007278097,0.001010348,0.001151721,0.001512647,0.001608944,0.004477402,0.0007802474,0.002008048,0.8350921],"category_scores_gemma":[0.005529427,0.0004518618,0.0008728756,0.001486707,0.0005949084,0.002754486,0.002564534,0.003079647,0.6635205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006656928,"about_ca_system_score_gemma":0.001184547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001445354,"about_ca_topic_score_gemma":0.004430443,"domain_scores_codex":[0.9992796,0.00008429715,0.0000623279,0.0001373633,0.0002888821,0.0001475794],"domain_scores_gemma":[0.9959953,0.000370241,0.000238889,0.0002568204,0.001036022,0.002102664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002114988,0.00002739601,0.0002187988,0.0001180231,0.000003689141,0.00009075762,0.00001528307,0.00001111478,0.00008073228,0.0003491764,0.9573465,0.04171742],"study_design_scores_gemma":[0.000006089613,0.00001589467,0.0004780458,0.0001841125,0.000001645296,0.0002338957,0.00003463523,0.000009636587,0.00004002334,0.0001471381,0.9988433,0.000005499818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001394395,0.0116944,0.0007638772,0.01796922,0.08276222,0.0001952953,0.002559257,0.002922216,0.8797391],"genre_scores_gemma":[0.003986333,0.006997044,0.0006119911,0.01068003,0.01373514,0.00006476489,0.001269183,0.0008026704,0.9618529],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1649079,"threshold_uncertainty_score":0.2352211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834753549749945,"score_gpt":0.2663557490873724,"score_spread":0.2480082135898729,"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."}}