{"id":"W2345204866","doi":"10.1016/j.eururo.2016.04.016","title":"Reply to Erik Rud and Eduard Baco's Letter to the Editor re: Re: Jeffrey C. Weinreb, Jelle O. Barentsz, Peter L. Choyke, et al. PI-RADS Prostate Imaging – Reporting and Data System: 2015, Version 2. Eur Urol 2016;69:16–40","year":2016,"lang":"en","type":"letter","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"National Institutes of Health","keywords":"Medicine; Protocol (science); Standardization; Guideline; Medical physics; Prostate; Nuclear medicine; Computer science; Internal medicine; Pathology; Alternative 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":[0.002912038,0.0007157609,0.001304406,0.0008164789,0.002917889,0.002722875,0.001418535,0.02541216,0.008796632],"category_scores_gemma":[0.02881265,0.0007806698,0.0009893728,0.0006458139,0.001615638,0.00286198,0.001359824,0.02455561,0.00888589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002844854,"about_ca_system_score_gemma":0.003298963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004446551,"about_ca_topic_score_gemma":0.005972257,"domain_scores_codex":[0.9979941,0.00053864,0.0003050109,0.000258244,0.0005958654,0.0003081428],"domain_scores_gemma":[0.9938905,0.002685433,0.0005737173,0.0001345811,0.001630398,0.001085335],"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":[0.0000182402,0.000008382401,0.000210118,0.00002070936,0.000004445215,0.0007093165,0.00005977263,0.0000138231,0.00003179073,0.0003404012,0.9966094,0.001973527],"study_design_scores_gemma":[0.00007489911,0.00005104422,0.001329137,0.0004035873,0.00002615611,0.0060453,0.0006242899,0.0002315439,0.0002355539,0.003492265,0.9874151,0.00007096108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002188616,0.001558372,0.00004285824,0.9708928,0.02563872,0.000007626537,0.00005358732,0.00002537074,0.001561895],"genre_scores_gemma":[0.002765697,0.001432637,0.00009731551,0.9531758,0.03505779,0.00002268304,0.00004263255,0.00003290319,0.00737244],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02541216,"threshold_uncertainty_score":0.02942765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092124372035717,"score_gpt":0.2823011488877211,"score_spread":0.2613799051673639,"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."}}