{"id":"W4408842288","doi":"10.5489/cuaj.9142","title":"Advocating female genital-sparing cystectomy as the standard of care for women with bladder cancer","year":2025,"lang":"en","type":"letter","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Northwestern Polytechnic","funders":"","keywords":"Cystectomy; Medicine; Bladder cancer; Standard of care; Sex organ; Urology; Gynecology; Cancer; Surgery; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003316373,0.0004545265,0.0009452637,0.0008075587,0.007589199,0.003516444,0.002024544,0.06932632,0.00906013],"category_scores_gemma":[0.0215988,0.0006520738,0.001313205,0.0008988937,0.00387702,0.003498302,0.001945157,0.0493089,0.002878855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01329883,"about_ca_system_score_gemma":0.02697031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1262753,"about_ca_topic_score_gemma":0.2434015,"domain_scores_codex":[0.9958876,0.0008476222,0.0004200987,0.0003234562,0.00149224,0.001028898],"domain_scores_gemma":[0.9906633,0.003857898,0.0006055401,0.0001618065,0.001696758,0.003014554],"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":[0.00007590694,0.0000772895,0.002423497,0.00007265575,0.00001763766,0.002898412,0.0004107257,0.000135328,0.0004401705,0.004849992,0.9760719,0.0125264],"study_design_scores_gemma":[0.0002075584,0.0001407773,0.00549328,0.0007709539,0.00005797206,0.004117845,0.001708602,0.001023742,0.0003637057,0.009573489,0.976415,0.0001270772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005930649,0.0004830503,0.00004379144,0.9886547,0.006521347,0.000008576707,0.00002200406,0.00001002193,0.003663461],"genre_scores_gemma":[0.005775923,0.0007258912,0.00019531,0.97128,0.01546689,0.0000178243,0.00002647669,0.00001503751,0.006496703],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1262753,"threshold_uncertainty_score":0.2510806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01200124855116461,"score_gpt":0.2601802058820823,"score_spread":0.2481789573309177,"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."}}