{"id":"W2126548486","doi":"10.5489/cuaj.1203","title":"Management of metastatic urothelial cancer: the role of surgery as an adjunct to chemotherapy","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urothelial cancer; Medicine; Cystectomy; Chemotherapy; Cisplatin; Metastatic Urothelial Carcinoma; Metastasectomy; Disease; Oncology; Cancer; Internal medicine; Bladder cancer; Metastasis; Urothelial carcinoma","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004004473,0.0001133669,0.0003190328,0.0001197149,0.00009175447,0.00002508345,0.0001257832,0.00006406338,0.002881753],"category_scores_gemma":[0.00006785618,0.000070722,0.0001478403,0.0002194907,0.00002804664,0.00007025131,0.000008179804,0.0001664249,0.0000430219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003699563,"about_ca_system_score_gemma":0.0004497287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01479246,"about_ca_topic_score_gemma":0.0004972119,"domain_scores_codex":[0.9987229,0.000124381,0.000349505,0.0001284135,0.0003686466,0.0003061797],"domain_scores_gemma":[0.9988108,0.00008923563,0.0002340036,0.000136196,0.0002558054,0.000474018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002916771,0.0002806032,0.8114014,0.00002427729,0.001442964,0.00004527704,0.0007111865,0.00005916892,0.00119554,0.0005952395,0.007020696,0.176932],"study_design_scores_gemma":[0.001188741,0.0006065077,0.9635648,0.00004185732,0.0002841911,0.00004540915,0.0005359656,0.00005081132,0.001533479,0.003892589,0.02813701,0.0001187053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790934,0.0004557816,0.00002067451,0.01713501,0.0001793839,0.0005286693,0.00004715749,0.000007378709,0.002532539],"genre_scores_gemma":[0.994293,0.0002677319,0.0001864075,0.004592868,0.0001570741,0.00005561105,0.000005221542,0.00001279799,0.0004292722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1768133,"threshold_uncertainty_score":0.9980298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761708799208685,"score_gpt":0.2644936326446354,"score_spread":0.2468765446525485,"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."}}