{"id":"W2142799714","doi":"10.1016/j.urology.2009.07.1149","title":"POD-07.10: Outcome Analysis of Bladder Cancer Patients Treated with Radical Cystectomy in a Universal Health Care System: A Multicenter Canadian Series of 2,287 Patients","year":2009,"lang":"en","type":"article","venue":"Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of Ottawa; Université de Montréal; Université Laval; University of Alberta; Dalhousie University; Western University; McGill University","funders":"","keywords":"Cystectomy; Medicine; Bladder cancer; Urology; Transitional cell carcinoma; Series (stratigraphy); General surgery; Surgery; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001287132,0.0008577045,0.00101808,0.002376744,0.002918994,0.001744376,0.00221287,0.001045766,0.001365732],"category_scores_gemma":[0.002706072,0.0006261049,0.001329178,0.006132803,0.001214492,0.0009544062,0.001565729,0.001090462,0.0002463921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01629596,"about_ca_system_score_gemma":0.01651069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8996356,"about_ca_topic_score_gemma":0.9180199,"domain_scores_codex":[0.9983158,0.0001833838,0.0001160032,0.0003086822,0.0004523634,0.0006237366],"domain_scores_gemma":[0.9963404,0.0002206497,0.0009613797,0.0001406582,0.001356882,0.0009801467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001737933,0.00009752968,0.9982399,0.00001249026,0.00008222031,0.00007378803,0.0001790082,0.00005909897,0.00009374071,0.0000221301,0.0003204408,0.0006458931],"study_design_scores_gemma":[0.00002300744,0.00008628717,0.9988758,0.000005657746,0.00004350177,0.00009819827,0.0005806512,0.0001197872,0.00002792729,0.000006098383,0.0001219009,0.0000111709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996775,0.0001655818,0.00003304373,0.00007360951,0.000006510166,0.00004169573,0.002310797,0.000004598178,0.000589114],"genre_scores_gemma":[0.9957232,0.000182256,0.00009737802,0.00009587435,0.00001316707,0.00002507834,0.003623554,0.000007324982,0.0002320256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1003644,"threshold_uncertainty_score":0.2019109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008315130316119003,"score_gpt":0.2604847092319774,"score_spread":0.2521695789158584,"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."}}