{"id":"W3202940729","doi":"10.1177/17588359211047352","title":"Metastatic Urothelial Cancer: a rapidly changing treatment landscape","year":2021,"lang":"en","type":"review","venue":"Therapeutic Advances in Medical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Metastatic Urothelial Carcinoma; Urothelial cancer; Immunotherapy; Clinical trial; Oncology; Chemotherapy; Disease; Cancer; Internal medicine; Intensive care medicine; Bladder cancer; Urothelial carcinoma","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":[0.0008154942,0.0005030205,0.00134391,0.001601981,0.0002704039,0.0010963,0.0006590076,0.0008818792,0.003320063],"category_scores_gemma":[0.001053323,0.0001776518,0.000551683,0.001895196,0.0003727036,0.001316632,0.0005769045,0.001725568,0.001336102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006713626,"about_ca_system_score_gemma":0.001515135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009618166,"about_ca_topic_score_gemma":0.002676638,"domain_scores_codex":[0.9997162,0.00007333384,0.00004356612,0.00004096344,0.0001027049,0.00002305913],"domain_scores_gemma":[0.999426,0.0003099348,0.00006494097,0.00001295631,0.0001473622,0.00003887982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006457269,0.0000492327,0.0001888474,0.02692866,0.0001010132,0.0001724104,0.00006404965,0.0003201298,0.00110445,0.003860871,0.0311027,0.9360429],"study_design_scores_gemma":[0.00001979562,0.0001202711,0.0008013025,0.008121452,0.0001731288,0.001156626,0.00008246883,0.00009283202,0.0002379189,0.002140764,0.9870362,0.00001727629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009827626,0.9983886,0.00007695254,0.0006499646,0.0001639628,0.0000028998,0.00001881268,0.000006057538,0.0005944901],"genre_scores_gemma":[0.0004364149,0.9988181,0.000100566,0.0003201745,0.0001266981,0.000003056306,0.00002410641,0.000001125365,0.0001698019],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003320063,"threshold_uncertainty_score":0.01110673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06794330522167166,"score_gpt":0.4500267465703506,"score_spread":0.382083441348679,"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."}}