{"id":"W4409574526","doi":"10.1016/j.eururo.2025.02.010","title":"A Systematic Review of Novel Intravesical Approaches for the Treatment of Patients with Non–muscle-invasive Bladder Cancer","year":2025,"lang":"en","type":"review","venue":"European Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Rutgers Cancer Institute of New Jersey","keywords":"Medicine; Bladder cancer; Urology; Cancer; Internal medicine","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":[0.004947629,0.001305309,0.007835945,0.008747364,0.0005736226,0.002042055,0.001701718,0.001276618,0.005739984],"category_scores_gemma":[0.01830272,0.0006151347,0.007539091,0.009915472,0.0007168179,0.001580101,0.001084633,0.0009032954,0.0003929649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002761257,"about_ca_system_score_gemma":0.008527563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007468663,"about_ca_topic_score_gemma":0.02234632,"domain_scores_codex":[0.9949135,0.0018413,0.002024901,0.0003564638,0.0007314022,0.0001324528],"domain_scores_gemma":[0.9890065,0.006972678,0.002438349,0.000166493,0.001244735,0.0001710849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002055209,0.00001106043,0.0003171432,0.9637325,0.008590369,0.00006410737,0.00006911712,0.00008440315,0.000151967,0.000138903,0.001167689,0.02546717],"study_design_scores_gemma":[0.000384609,0.0003401315,0.003350709,0.8601136,0.1070553,0.0003550258,0.0002018948,0.0001109425,0.0002140985,0.0003318578,0.02750232,0.00003953743],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008805493,0.9972981,0.0001714076,0.000191594,0.0001035759,0.0003175296,0.0006444015,0.000009116408,0.0003838022],"genre_scores_gemma":[0.01025196,0.9877605,0.0005520969,0.0003992651,0.00005985975,0.0004737864,0.0003595331,0.000005687991,0.000137198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008747364,"threshold_uncertainty_score":0.0261659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05422407078785609,"score_gpt":0.3137210043075716,"score_spread":0.2594969335197155,"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."}}