{"id":"W4416854610","doi":"10.1111/bju.70038","title":"Analysis of upper tract urothelial carcinoma in the Asian population","year":2025,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Urothelial carcinoma; Population; Table (database); Carcinoma; Urothelial cancer; Upper urinary tract","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":[0.0004928349,0.0001765134,0.000339278,0.001056867,0.0002983214,0.000334555,0.0001796055,0.0001728372,0.005060822],"category_scores_gemma":[0.001182097,0.0001522309,0.0008119178,0.002429062,0.0001214668,0.0002710259,0.0002971256,0.0002833237,0.0005838194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002559952,"about_ca_system_score_gemma":0.0003725017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0123258,"about_ca_topic_score_gemma":0.008934783,"domain_scores_codex":[0.9996787,0.00007673109,0.00006483696,0.00007888215,0.00005458179,0.00004620714],"domain_scores_gemma":[0.9994761,0.0001155226,0.0001504964,0.00006346358,0.0001030351,0.0000913156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003557454,0.00002585161,0.9925156,0.00006289636,0.0002390367,0.0001555826,0.00006772538,0.0001544194,0.0006381459,0.00005032923,0.001048971,0.004685667],"study_design_scores_gemma":[0.000006742584,0.00007106049,0.9982658,0.00001187027,0.0000750569,0.0002121822,0.0001635658,0.0001658568,0.000114415,0.00003048245,0.0008794566,0.000003641645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796275,0.001378324,0.0003199679,0.0001381653,0.0000244703,0.00002699558,0.01540651,0.00002029939,0.003057652],"genre_scores_gemma":[0.9925317,0.0005237594,0.0001439796,0.00006501525,0.00001626346,0.00004000731,0.005773289,0.000008769804,0.0008973504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0123258,"threshold_uncertainty_score":0.02450812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130223193206466,"score_gpt":0.284714535853105,"score_spread":0.2734123039210403,"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."}}