{"id":"W4414498519","doi":"10.1016/j.urolonc.2025.08.016","title":"The association between prior pelvic radiotherapy for cancer and surgical outcomes in patients undergoing radical cystectomy for bladder cancer: An analysis of national surgical quality improvement program targeted cystectomy database","year":2025,"lang":"en","type":"article","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Cystectomy; Odds; Odds ratio; Bladder cancer; Multicenter study; Radiation therapy; 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":[0.001450861,0.0001743306,0.0004350639,0.001275354,0.0003476937,0.0008438761,0.0007116344,0.0006262533,0.001149926],"category_scores_gemma":[0.006199138,0.0003167258,0.001048148,0.003194535,0.0003125008,0.0008007545,0.001006918,0.000853902,0.000118956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007780489,"about_ca_system_score_gemma":0.0009024449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0177891,"about_ca_topic_score_gemma":0.02661623,"domain_scores_codex":[0.9983127,0.0004402896,0.0003429831,0.0003825803,0.0002906296,0.0002308096],"domain_scores_gemma":[0.9923934,0.001534944,0.004336735,0.0005622064,0.0005221862,0.0006505862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005589362,0.0000189331,0.9992046,0.000009482202,0.0001331139,0.000009611156,0.00002629977,0.00002798432,0.00002683624,0.000007040288,0.00007307408,0.0004072238],"study_design_scores_gemma":[0.000003008002,0.00001738155,0.999711,0.000002807549,0.00003377209,0.0000232399,0.00007836081,0.00006675362,0.000009906977,0.000003627737,0.00004808706,0.000001934917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970956,0.0005669955,0.0000860402,0.0001360631,0.00001384163,0.000009565659,0.001769653,0.000004500799,0.0003178457],"genre_scores_gemma":[0.9983004,0.0001579423,0.00006558705,0.0000684745,0.00001419552,0.000008535181,0.0012977,0.000002603977,0.00008457295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0177891,"threshold_uncertainty_score":0.03537112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02858455760598524,"score_gpt":0.3947111965220531,"score_spread":0.3661266389160678,"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."}}