{"id":"W2914983882","doi":"10.1097/ju.0000000000000025","title":"Global, Regional and National Burden of Bladder Cancer, 1990 to 2016: Results from the GBD Study 2016","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Bladder cancer; Life expectancy; Years of potential life lost; Cancer; Incidence (geometry); Disease burden; Mortality rate; Burden of disease; Demography; Standardized mortality ratio; Disease; Gerontology; Internal medicine; Population; Environmental health","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":[0.002043712,0.0004736707,0.0006446132,0.001736011,0.0002277988,0.0007096826,0.0005183094,0.000256564,0.001555666],"category_scores_gemma":[0.004340972,0.0002740745,0.001740751,0.005616807,0.000250626,0.0007599899,0.001910366,0.0006621343,0.0007977909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001681921,"about_ca_system_score_gemma":0.002609763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09342542,"about_ca_topic_score_gemma":0.0846924,"domain_scores_codex":[0.9992379,0.0001482945,0.0001919732,0.0001045456,0.0001952684,0.0001219691],"domain_scores_gemma":[0.9986801,0.00009764026,0.000564886,0.0000770755,0.0004297815,0.0001505586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003806536,0.00003088882,0.9322929,0.001898338,0.0006670689,0.00008684406,0.0005547868,0.001232315,0.0001743128,0.000511786,0.03479346,0.02737655],"study_design_scores_gemma":[0.0000421194,0.00003446837,0.9737699,0.0009140273,0.0003613026,0.0001994446,0.0005943482,0.0004424896,0.0001328718,0.0002638686,0.02322657,0.00001860806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.4011291,0.02926885,0.001329022,0.003101414,0.0003553542,0.0002227889,0.5577642,0.0001552452,0.006674035],"genre_scores_gemma":[0.6614053,0.02651131,0.001688059,0.0006876729,0.0001916806,0.0004311218,0.3060914,0.0001076359,0.002885743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09342542,"threshold_uncertainty_score":0.1857632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02658559671068695,"score_gpt":0.3166848381487355,"score_spread":0.2900992414380486,"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."}}