{"id":"W2146646572","doi":"10.1016/j.eururo.2009.09.024","title":"Characteristics and Outcomes of Patients with Clinical T1 Grade 3 Urothelial Carcinoma Treated with Radical Cystectomy: Results from an International Cohort","year":2009,"lang":"en","type":"article","venue":"European Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":200,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; McGill University; Université Laval; McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Urothelial carcinoma; Urology; Cohort; Stage (stratigraphy); Chemotherapy; Lymph node; Oncology; Internal medicine; Surgery; Cancer","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":[0.0003795551,0.0003249888,0.0005523902,0.0007909358,0.0005894529,0.0007365661,0.0003889858,0.0005651596,0.001609445],"category_scores_gemma":[0.001346609,0.000304962,0.0007765471,0.001328864,0.0004248672,0.0007314943,0.0005564598,0.0006051945,0.0002739101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004483673,"about_ca_system_score_gemma":0.0004142658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007023964,"about_ca_topic_score_gemma":0.005161682,"domain_scores_codex":[0.9996617,0.00005349481,0.00003255047,0.0001069704,0.0000416157,0.0001037131],"domain_scores_gemma":[0.9991655,0.0001207925,0.0003111155,0.00006318688,0.00007172176,0.0002676793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004098128,0.00006933087,0.9978831,0.000004763562,0.00006988724,0.0001153613,0.000137366,0.00006875487,0.0003401059,0.00001317153,0.0000807765,0.0008074277],"study_design_scores_gemma":[0.00001815774,0.0001837063,0.9988933,0.000002214618,0.00004300289,0.0002877362,0.0003132926,0.00008004119,0.00005230241,0.00001312767,0.0001076897,0.000005414538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993343,0.00006626596,0.00002888762,0.00001818509,0.000002955524,0.000004309243,0.0002930854,0.000001249674,0.0002506874],"genre_scores_gemma":[0.9991959,0.00004927399,0.00002221573,0.00002419032,0.000007668332,0.000005769622,0.0005795585,0.000002357056,0.0001131909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007023964,"threshold_uncertainty_score":0.01396614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01716395259040704,"score_gpt":0.2848521973894684,"score_spread":0.2676882447990613,"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."}}