{"id":"W3111044160","doi":"10.1016/j.euo.2020.11.005","title":"Incidence and Survival Rates of Contemporary Patients with Invasive Upper Tract Urothelial Carcinoma","year":2020,"lang":"en","type":"article","venue":"European Urology Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Incidence (geometry); Proportional hazards model; Urology; Stage (stratigraphy); Epidemiology; Internal medicine; Cancer; Oncology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001364408,0.0001957515,0.0005239455,0.00005920509,0.00004664961,0.000004230868,0.0001091192,0.00008280334,0.0001137462],"category_scores_gemma":[0.0001620927,0.0001473843,0.00004989094,0.0001016243,0.0004064084,0.00006845949,0.00008693947,0.0002429948,0.00004482872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002597547,"about_ca_system_score_gemma":0.0004119594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005048845,"about_ca_topic_score_gemma":0.00001143128,"domain_scores_codex":[0.9984822,0.0004760432,0.0003049844,0.0003820688,0.000138906,0.0002157852],"domain_scores_gemma":[0.9990988,0.000221004,0.0001680371,0.0001662876,0.000131364,0.0002144669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003790841,0.0003474267,0.9907129,0.00004089231,0.000121209,0.0006541039,0.001400143,0.000001154557,0.0009552703,0.00004060929,0.0005533967,0.001382055],"study_design_scores_gemma":[0.009585277,0.01507507,0.9667438,0.00001030851,0.0001582745,0.00007401525,0.0001068076,0.000006039655,0.0007102704,0.00001091927,0.007396298,0.0001228899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702504,0.0004116637,0.00002798948,0.002841668,0.0001291358,0.0004725847,0.00004539408,0.00003349135,0.02578764],"genre_scores_gemma":[0.9936488,0.00003159112,0.000162296,0.005840631,0.0001642452,0.000008126704,0.00004634805,0.00004210263,0.00005587707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02573176,"threshold_uncertainty_score":0.6010159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0322650033673571,"score_gpt":0.2766939002745177,"score_spread":0.2444288969071606,"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."}}