{"id":"W2995340453","doi":"10.1016/j.euo.2019.11.005","title":"The Importance of Hospital and Surgeon Volume as Major Determinants of Morbidity and Mortality After Radical Cystectomy for Bladder Cancer: A Systematic Review and Recommendations by the European Association of Urology Muscle-invasive and Metastatic Bladder Cancer Guideline Panel","year":2019,"lang":"en","type":"review","venue":"European Urology Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Lymphadenectomy; MEDLINE; Meta-analysis; Cochrane Library; Systematic review; Cancer; Surgery; Urology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003240069,0.0004717105,0.003429172,0.00008784517,0.0001189327,0.00001100125,0.0002126561,0.0001963064,0.00005702204],"category_scores_gemma":[0.001244396,0.0002824731,0.0002369221,0.0001437476,0.000770294,0.00005388235,0.0002254845,0.0003888257,0.000002385525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001036218,"about_ca_system_score_gemma":0.000465561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003013653,"about_ca_topic_score_gemma":0.0007153357,"domain_scores_codex":[0.9929905,0.003775663,0.002013978,0.0006434628,0.000193792,0.0003825914],"domain_scores_gemma":[0.9941818,0.002047781,0.002756289,0.0005370693,0.0003452634,0.0001317954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005826426,0.0009756031,0.08212426,0.625841,0.01808178,0.0002672571,0.001547749,4.695223e-7,0.00002122242,0.00005212037,0.02323277,0.2472732],"study_design_scores_gemma":[0.01239877,0.0118328,0.05917075,0.03460593,0.2026284,0.001482512,0.0003045181,0.00007635125,0.000007514177,0.0001498323,0.6759893,0.001353315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01682308,0.9739299,0.00001230387,0.002611604,0.0002951815,0.004815888,0.001351025,0.00001169276,0.0001493488],"genre_scores_gemma":[0.02232251,0.9752252,0.00005144758,0.001225039,0.00008490836,0.0005945829,0.00009980226,0.00008101876,0.0003154954],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6527566,"threshold_uncertainty_score":0.9999627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04368535579554485,"score_gpt":0.3663460669193838,"score_spread":0.322660711123839,"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."}}