{"id":"W4214946710","doi":"10.1097/ju.0000000000001946.03","title":"Reply by Authors","year":2021,"lang":"en","type":"letter","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; University of British Columbia, Okanagan Campus; University of British Columbia; Queen's University; Université Laval","funders":"","keywords":"Queen (butterfly); Library science; Medicine; Radiation oncology; Radiation therapy; Surgery; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003278581,0.0009167429,0.001058828,0.001036249,0.002939627,0.004498982,0.002232675,0.01771308,0.1259362],"category_scores_gemma":[0.04818704,0.0005976098,0.001546501,0.0008887168,0.001841625,0.004964292,0.003061424,0.01993732,0.1000307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002289625,"about_ca_system_score_gemma":0.004671938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002410181,"about_ca_topic_score_gemma":0.00323479,"domain_scores_codex":[0.9958208,0.0007648176,0.0004805576,0.0006143817,0.001614135,0.0007053349],"domain_scores_gemma":[0.9790485,0.004244083,0.001078145,0.0009729587,0.01172485,0.002931461],"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":[0.00001091304,0.000003966669,0.0001032562,0.00002718677,0.000002642505,0.00007042089,0.00003280411,0.000003718457,0.00001574935,0.0003778158,0.9952271,0.004124379],"study_design_scores_gemma":[0.00001028661,0.000009076788,0.0001766449,0.0001198057,0.000005883448,0.0003925811,0.000178197,0.00001414901,0.00006786668,0.0006554313,0.9983562,0.00001393026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003681017,0.003311054,0.0002694202,0.7630197,0.2170134,0.00003750178,0.000418929,0.0002379957,0.01532379],"genre_scores_gemma":[0.003403192,0.002996034,0.0003421676,0.8449733,0.06019337,0.00009585764,0.0003770007,0.0001819957,0.08743705],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8740638,"threshold_uncertainty_score":0.4212986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02222824589783744,"score_gpt":0.2839252727198128,"score_spread":0.2616970268219753,"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."}}