{"id":"W2886529900","doi":"10.1016/j.euo.2018.07.006","title":"Systematic Review of Factors Associated with the Utilization of Radical Cystectomy for Bladder Cancer","year":2018,"lang":"en","type":"review","venue":"European Urology Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; University of British Columbia","funders":"National Center for Advancing Translational Sciences; DOD Peer Reviewed Cancer Research Program; National Cancer Institute; National Institutes of Health; Institute of Clinical and Translational Sciences; University of Texas Medical Branch; U.S. Department of Defense","keywords":"Medicine; Psychological intervention; Comorbidity; Cystectomy; Socioeconomic status; Corpectomy; Marital status; Receipt; Bladder cancer; MEDLINE; Systematic review; Cancer; Family medicine; Emergency medicine; Gerontology; Environmental health; Internal medicine; Surgery; Psychiatry; Population","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":[0.002459006,0.001044754,0.005046494,0.004618148,0.0004132407,0.001359004,0.001159977,0.001253834,0.003754925],"category_scores_gemma":[0.01530533,0.0007417144,0.008482909,0.006844413,0.0004777917,0.001024821,0.001081726,0.001074735,0.0002350984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560293,"about_ca_system_score_gemma":0.005902784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01561798,"about_ca_topic_score_gemma":0.04194502,"domain_scores_codex":[0.9973953,0.0006804722,0.001131387,0.000278554,0.00039262,0.0001216999],"domain_scores_gemma":[0.9921876,0.005269822,0.001816003,0.00010621,0.0005035808,0.0001166332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003562801,0.0000297032,0.004060485,0.9184315,0.0444483,0.0001595251,0.0001482637,0.0001585983,0.0001467116,0.0001524128,0.001832454,0.03007581],"study_design_scores_gemma":[0.0005219968,0.0003582954,0.02865819,0.5389041,0.4038467,0.0007530677,0.0003871077,0.0001253946,0.0001908525,0.0004199199,0.02573784,0.00009641229],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001554864,0.997549,0.0000597971,0.00009131579,0.00006208108,0.00006378725,0.0004736687,0.000003524422,0.0001419604],"genre_scores_gemma":[0.01809916,0.9808517,0.0002668742,0.0002827905,0.00005794208,0.0001039548,0.0002513488,0.000002722439,0.00008361918],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01561798,"threshold_uncertainty_score":0.0310542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034561736754374,"score_gpt":0.3900571563442791,"score_spread":0.2866009826688417,"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."}}