{"id":"W4388657135","doi":"10.1016/j.urolonc.2023.10.004","title":"Optimizing outcomes for high-risk, non-muscle-invasive bladder cancer: The evolving role of PD-(L)1 inhibition","year":2023,"lang":"en","type":"review","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Pfizer","keywords":"Medicine; Bladder cancer; Immunotherapy; Clinical trial; Adverse effect; Oncology; Internal medicine; Cancer","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":[0.002760943,0.0003290046,0.001511639,0.001035341,0.0002212433,0.00141992,0.0005971461,0.0008108693,0.002520405],"category_scores_gemma":[0.007961551,0.00008590648,0.00132527,0.001101372,0.0003446424,0.001367059,0.0007126728,0.001456603,0.0004235012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163267,"about_ca_system_score_gemma":0.00189773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007836295,"about_ca_topic_score_gemma":0.001491313,"domain_scores_codex":[0.9988204,0.0005274861,0.000217389,0.0001218593,0.0002292866,0.00008355545],"domain_scores_gemma":[0.9955528,0.002705905,0.0009202174,0.00005933886,0.0005466414,0.0002149795],"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":[0.0006478426,0.0001098824,0.003733214,0.03606798,0.0008306945,0.0001607531,0.0001440648,0.0005980894,0.0005103553,0.003876477,0.01724959,0.936071],"study_design_scores_gemma":[0.001142117,0.003742353,0.04652915,0.1483894,0.006522777,0.004069881,0.001609083,0.002116261,0.002164251,0.03290578,0.7506246,0.0001843354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002733045,0.9886976,0.0005406686,0.006193195,0.0001980374,0.00001732134,0.000137134,0.0000162697,0.001466769],"genre_scores_gemma":[0.05244862,0.9398894,0.001761077,0.004059867,0.0009612202,0.00008208969,0.0003292559,0.00001912732,0.000449314],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002760943,"threshold_uncertainty_score":0.01460147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05308644871497382,"score_gpt":0.3638037370371719,"score_spread":0.3107172883221981,"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."}}