{"id":"W4399394081","doi":"10.1200/jco.2024.42.16_suppl.e16566","title":"Real-world evidence for enfortumab vedotin (EV) in metastatic urothelial carcinoma (mUC): a multi-centred observational study in a publicly funded Canadian system.","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Centre Hospitalier de l’Université de Montréal; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Metastatic Urothelial Carcinoma; Observational study; Urothelial carcinoma; Oncology; Internal medicine; Cancer; Bladder cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":true,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003788111,0.0003516804,0.000681742,0.001309507,0.001491994,0.002049959,0.001110423,0.0008185149,0.001903629],"category_scores_gemma":[0.01298007,0.0003641658,0.001008373,0.005268031,0.000944233,0.0006914483,0.001199066,0.0009088776,0.0001794025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01258343,"about_ca_system_score_gemma":0.01824967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7487603,"about_ca_topic_score_gemma":0.802395,"domain_scores_codex":[0.9955509,0.0009784346,0.0005849111,0.000555963,0.001474905,0.000854793],"domain_scores_gemma":[0.9776353,0.003188637,0.01271559,0.0007879994,0.003265714,0.002406847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002102523,0.00003967324,0.9979201,0.0000971287,0.0001270055,0.0000473787,0.0001865466,0.00003428296,0.00003341409,0.00003625798,0.0003984275,0.0008696113],"study_design_scores_gemma":[0.00005294278,0.0001598894,0.9973632,0.0001315888,0.0001705962,0.0001770121,0.0008054511,0.0002128026,0.00002620118,0.00002355626,0.0008620964,0.00001476254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894539,0.002451882,0.00008835754,0.0004337447,0.00001000767,0.000105723,0.00649298,0.000005005065,0.0009583029],"genre_scores_gemma":[0.9969278,0.0006286335,0.0001460766,0.0002272491,0.00001522756,0.00004004102,0.001927073,0.000003116318,0.00008490358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2512397,"threshold_uncertainty_score":0.5054386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.594388247313195,"score_gpt":0.5451450472887684,"score_spread":0.0492432000244265,"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."}}