{"id":"W4210695409","doi":"10.1016/j.clgc.2022.01.011","title":"Association Between Perioperative Chemotherapy and Survival in Men Undergoing Radical Resection for Primary Urethral Urothelial Carcinoma: An Analysis of the National Cancer Database","year":2022,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Chemotherapy; Cystectomy; Proportional hazards model; Perioperative; Bladder cancer; Urothelial carcinoma; Urology; Oncology; Carcinoma; Cancer; Database; Internal medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006022,0.0001501446,0.0005514454,0.0001435657,0.0002405437,0.00001234426,0.0001273605,0.0001046793,0.0003074679],"category_scores_gemma":[0.0001474966,0.0001211648,0.0002377537,0.0005248893,0.0001069985,0.0001094242,0.00009974022,0.0003986272,1.534297e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266676,"about_ca_system_score_gemma":0.00115901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00106546,"about_ca_topic_score_gemma":0.001051376,"domain_scores_codex":[0.9977323,0.0004721438,0.0005295649,0.0004356184,0.0006127043,0.0002177107],"domain_scores_gemma":[0.9987758,0.0005540802,0.0002334695,0.0001731494,0.0001603563,0.0001031648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002893051,0.0003794485,0.9913164,0.00004555769,0.001484495,0.000002647545,0.0004439761,0.0003681291,0.0006711134,0.00001251029,0.0004959664,0.001886726],"study_design_scores_gemma":[0.006781512,0.001079748,0.9870578,0.00002185403,0.001399243,0.00000122852,0.0002660333,0.00150629,0.0003338428,0.00003871978,0.001386509,0.0001271858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935299,0.0005588742,0.00002936467,0.002850535,0.0004048815,0.0008016313,0.001461992,0.00001217734,0.0003507009],"genre_scores_gemma":[0.9957954,0.0004673601,0.0001362167,0.0008976747,0.001150856,0.0004991556,0.0002045928,0.00002572032,0.0008230603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004258546,"threshold_uncertainty_score":0.4940958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07033369076109303,"score_gpt":0.4018111346463198,"score_spread":0.3314774438852268,"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."}}