{"id":"W4401868380","doi":"10.1111/bju.16509","title":"Long‐term outcomes of bladder‐sparing therapy vs radical cystectomy in BCG‐unresponsive non‐muscle‐invasive bladder cancer","year":2024,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institutes of Health; Medac; Fidia Farmaceutici; Astellas Pharma; Eisai; Seagen; UroGen Pharma; Progenics Pharmaceuticals; Incyte; University of Texas MD Anderson Cancer Center; Pfizer; Intuitive Surgical; Gilead Sciences; Sanofi; Les Laboratories Pierre Fabre; Bristol-Myers Squibb; AstraZeneca; Veracyte","keywords":"Medicine; Cystectomy; Bladder cancer; Interquartile range; Urology; Immunotherapy; Retrospective cohort study; Cohort; Oncology; Internal medicine; Surgery; Cancer","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":[0.001424244,0.0002258931,0.0006519697,0.0002486629,0.0002569932,0.0005523286,0.0002924435,0.0004871055,0.0008670478],"category_scores_gemma":[0.0026743,0.00009812101,0.001104917,0.0002409523,0.0002959458,0.0004725593,0.0004467127,0.0005957953,0.0001122477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005811005,"about_ca_system_score_gemma":0.0003910642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006213682,"about_ca_topic_score_gemma":0.001340524,"domain_scores_codex":[0.9994855,0.000200881,0.00005146563,0.00009138823,0.00006938785,0.0001013773],"domain_scores_gemma":[0.9976856,0.0006149602,0.0009266999,0.00008573454,0.00008148106,0.000605511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1212278,0.003568754,0.7901206,0.0005637947,0.004037342,0.0004445854,0.000260506,0.00385297,0.003684269,0.0001760328,0.0007941484,0.07126915],"study_design_scores_gemma":[0.002224132,0.07804304,0.9120644,0.0001323348,0.002175152,0.0007578398,0.0002196919,0.002196859,0.001167087,0.0002210595,0.0007610639,0.00003720335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976243,0.001917275,0.00004911206,0.00006350011,0.0000200368,0.00001296499,0.0001075149,0.000002030043,0.0002032128],"genre_scores_gemma":[0.9992924,0.0002856789,0.00002401034,0.00005366627,0.00003139944,0.00001135053,0.0002151402,9.261122e-7,0.00008534749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001424244,"threshold_uncertainty_score":0.007532179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301154479111165,"score_gpt":0.3124748079495783,"score_spread":0.2894632631584667,"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."}}