{"id":"W4256162960","doi":"10.5489/cuaj.587","title":"Radical cystectomy for the treatment of T1 bladder cancer: the Canadian Bladder Cancer Network experience","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Ottawa; Université de Montréal; Université Laval; University of Alberta; Dalhousie University; McGill University; Western University","funders":"","keywords":"Cystectomy; Medicine; Bladder cancer; Stage (stratigraphy); Proportional hazards model; Urology; Cancer; Disease; Internal medicine; Oncology; Surgery; Gynecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001043191,0.0003034819,0.0002374765,0.000452725,0.001675767,0.0007680404,0.0006798095,0.0003482631,0.001188707],"category_scores_gemma":[0.002437849,0.0001507765,0.0002520997,0.001807791,0.0006277236,0.0002975647,0.0007730121,0.0004656015,0.00009690578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01247499,"about_ca_system_score_gemma":0.02333352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8930979,"about_ca_topic_score_gemma":0.9610183,"domain_scores_codex":[0.9990143,0.00009169995,0.00003705303,0.0001159445,0.0004614348,0.0002795412],"domain_scores_gemma":[0.9985453,0.0001432343,0.0002722634,0.00006272265,0.0004175387,0.0005590169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002255307,0.0001074226,0.90104,0.0002395762,0.0001028152,0.001516149,0.001988912,0.0005359718,0.0007325691,0.0005654421,0.01037472,0.08257086],"study_design_scores_gemma":[0.00003379192,0.0001397986,0.9722674,0.0002170923,0.00008243581,0.003713714,0.001948446,0.0004839685,0.0002266789,0.0001435644,0.02070682,0.00003621156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719886,0.01399928,0.0003734643,0.002679342,0.00008890338,0.00008143635,0.001480079,0.00001809699,0.009290806],"genre_scores_gemma":[0.989436,0.007575005,0.0004229864,0.0005018248,0.0000590774,0.00001587989,0.001171511,0.000008294436,0.0008093917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1069021,"threshold_uncertainty_score":0.2150632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331203101785269,"score_gpt":0.2797194942309447,"score_spread":0.256407463213092,"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."}}