{"id":"W2276372248","doi":"10.1159/000444093","title":"Survival after Radical Cystectomy for Bladder Cancer in Relation to Prior Non-Muscle Invasive Disease in Quebec","year":2016,"lang":"en","type":"article","venue":"Urologia Internationalis","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Hazard ratio; Urology; Internal medicine; Proportional hazards model; Retrospective cohort study; Cancer; Gastroenterology; Surgery; Confidence interval","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":[0.0003646704,0.0001404174,0.0001773561,0.00052425,0.0006822821,0.0004969427,0.0003621914,0.0002623046,0.002912965],"category_scores_gemma":[0.001084261,0.00008088977,0.0002914506,0.0007409161,0.0003080343,0.0002042349,0.0002889988,0.0003173263,0.0001204597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006128038,"about_ca_system_score_gemma":0.003087046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8687604,"about_ca_topic_score_gemma":0.903636,"domain_scores_codex":[0.9997584,0.00002643654,0.00001363146,0.00005778938,0.00004933075,0.00009447465],"domain_scores_gemma":[0.9989443,0.0001300428,0.0004123611,0.00003667019,0.0002721156,0.0002044468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000788835,0.00001114467,0.99699,0.00001304629,0.00003265204,0.00005173124,0.00005452456,0.00008005746,0.0001343544,0.00001633434,0.0002520154,0.002285244],"study_design_scores_gemma":[0.000003076823,0.00002618491,0.9994119,0.00001072622,0.00001424325,0.000049803,0.00007378391,0.0001359215,0.00002444781,0.000004818313,0.0002425359,0.000002427157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961403,0.001027121,0.00007710159,0.0001537499,0.000008107034,0.000008953146,0.001616254,0.000006214107,0.0009621941],"genre_scores_gemma":[0.998779,0.0002167686,0.0000290753,0.00002558131,0.000004733316,0.000003116857,0.0007161177,0.000001209843,0.0002243591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1312396,"threshold_uncertainty_score":0.2640249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575059151689572,"score_gpt":0.2963819790017088,"score_spread":0.280631387484813,"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."}}