{"id":"W2612201852","doi":"10.1200/jop.2017.022137","title":"Evolving Treatment of Advanced Urothelial Cancer","year":2017,"lang":"en","type":"review","venue":"Journal of Oncology Practice","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Bladder cancer; Tolerability; Cisplatin; Oncology; Cystectomy; Internal medicine; Cancer; Disease; Clinical trial; Urothelial cancer; Chemotherapy; Intensive care medicine; Adverse effect","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":[0.0005407528,0.0005858202,0.001099335,0.001945865,0.0002613021,0.0007689302,0.0007494864,0.0008275305,0.003075612],"category_scores_gemma":[0.0007345875,0.0002123149,0.0006515147,0.001539427,0.0002883941,0.001028706,0.0006170889,0.001710886,0.001301304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006146927,"about_ca_system_score_gemma":0.0009758008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001147596,"about_ca_topic_score_gemma":0.002489704,"domain_scores_codex":[0.9997441,0.00005187647,0.00004466788,0.00003596834,0.000102181,0.00002120726],"domain_scores_gemma":[0.9997547,0.0001071573,0.00004301301,0.000006530774,0.00006985119,0.00001869604],"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":[0.0000621732,0.0000663106,0.0001425354,0.03181072,0.0001105792,0.0001351685,0.00006011799,0.0003133618,0.0009595275,0.002059798,0.02554852,0.9387312],"study_design_scores_gemma":[0.00002403175,0.0001008898,0.0007971681,0.009036114,0.0001522027,0.001123641,0.00005514799,0.00008901831,0.0003117543,0.001248545,0.9870482,0.00001326337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008981419,0.9988692,0.00005464609,0.000194846,0.0001230614,0.000004353117,0.00001260976,0.000003964417,0.0006473091],"genre_scores_gemma":[0.0004944739,0.9988425,0.0001045017,0.0001727926,0.00009529365,0.000004580827,0.00002154963,9.331754e-7,0.0002633713],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003075612,"threshold_uncertainty_score":0.01028889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.174545759568096,"score_gpt":0.5213854210169301,"score_spread":0.3468396614488341,"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."}}