{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004554583,0.0003910774,0.003680803,0.0002696056,0.00009761927,0.00001904771,0.0002502038,0.0004346513,0.0003094252],"category_scores_gemma":[0.001109822,0.0002498531,0.001014723,0.00009862612,0.0001240437,0.0003927415,0.00003288087,0.000542456,0.00002398366],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00188591,"about_ca_system_score_gemma":0.007682351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00012737,"about_ca_topic_score_gemma":0.00001581682,"domain_scores_codex":[0.9975112,0.000361276,0.001243925,0.0002357679,0.0003882868,0.0002595142],"domain_scores_gemma":[0.991875,0.0009811977,0.005709706,0.0004732411,0.0007481413,0.00021273],"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":[0.001109599,0.001468869,0.00003068438,0.00199418,0.003544409,0.001285973,0.0001949189,7.85864e-7,0.000006187403,0.000006036199,0.0008664282,0.9894919],"study_design_scores_gemma":[0.004845127,0.01012698,0.00003399748,0.006798054,0.02068402,0.005823937,0.00007181281,3.083483e-7,0.0000130372,0.000006646982,0.95145,0.0001460722],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001407639,0.9794576,0.000007964967,0.0008221497,0.001885374,0.0007818265,0.00005198081,0.00000660518,0.01697238],"genre_scores_gemma":[0.00004094812,0.9930006,0.00286187,0.0001215218,0.001646715,0.00006145173,0.000005264824,0.00005919087,0.002202382],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9893458,"threshold_uncertainty_score":0.9999954,"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."}}