{"id":"W4392660400","doi":"10.3390/cancers16061115","title":"Upper Tract Urothelial Cancer: Guideline of Guidelines","year":2024,"lang":"en","type":"article","venue":"Cancers","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Medicine; Bladder cancer; MEDLINE; Urothelial cancer; Cancer; Incidence (geometry); Urothelial carcinoma; Family medicine; Urology; Internal medicine; Gynecology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001223649,0.000193765,0.0003547868,0.0001255054,0.00003136573,0.00001601489,0.00009150086,0.00008468949,0.00206933],"category_scores_gemma":[0.00004202859,0.0001478547,0.0002177729,0.0002803437,0.00008489307,0.00008205666,0.0000174045,0.0001357329,0.00004303287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007856939,"about_ca_system_score_gemma":0.002387798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00294269,"about_ca_topic_score_gemma":0.00005634173,"domain_scores_codex":[0.9986047,0.00001339183,0.0005079191,0.0003241993,0.0003013734,0.0002484041],"domain_scores_gemma":[0.9992767,0.0000250973,0.00005309633,0.0002646875,0.0002411295,0.0001393078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008071558,0.00009994236,0.01076633,0.0009662093,0.001169992,0.0002824283,0.001253357,0.001139876,0.02845694,0.0007399285,0.5751445,0.3791734],"study_design_scores_gemma":[0.001850483,0.0004383013,0.001177354,0.0009127296,0.000607294,0.00007577954,0.0001723259,0.002766213,0.03122564,0.0002203379,0.9603066,0.0002469823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5886282,0.2665758,0.003038249,0.03989875,0.01488334,0.003350274,0.002574839,0.001325437,0.07972511],"genre_scores_gemma":[0.9768283,0.005502803,0.002282834,0.003449869,0.002383283,0.0001576005,0.00006833782,0.00009566929,0.009231282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3882001,"threshold_uncertainty_score":0.9988429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04523905847903937,"score_gpt":0.3748628677841043,"score_spread":0.329623809305065,"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."}}