{"id":"W4407122004","doi":"10.1016/j.clgc.2025.102313","title":"Real-World Treatment Patterns and Outcomes in Patients With Bacillus Calmette-Guérin–Unresponsive High-Risk Non–Muscle-Invasive Bladder Cancer: A Multicountry Medical Chart Review","year":2025,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Santé et de Services Sociaux de Chicoutimi; Cégep de Chicoutimi; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Princess Margaret Cancer Centre","funders":"National Cancer Institute; Merck Sharp and Dohme; EMD Serono; Astellas Pharma; Natera; Bladder Cancer Advocacy Network; American Association for Cancer Research; AstraZeneca; Bristol-Myers Squibb","keywords":"Medicine; Bladder cancer; Urothelial cancer; Chart; Oncology; Cancer; Internal medicine; Bacillus (shape); Urology","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":[0.00101426,0.0001181227,0.0002536007,0.002567372,0.000344818,0.0005442452,0.0003677478,0.0002321019,0.0006538857],"category_scores_gemma":[0.003741057,0.0001428632,0.0002413849,0.003263458,0.000244916,0.0005651108,0.0004125316,0.0001926874,0.0001121461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007747569,"about_ca_system_score_gemma":0.001188831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009623349,"about_ca_topic_score_gemma":0.01314948,"domain_scores_codex":[0.9987973,0.0002389828,0.00035009,0.0002240518,0.0002945159,0.00009501095],"domain_scores_gemma":[0.992582,0.001328124,0.004564307,0.0002373815,0.0009839716,0.0003042512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002840986,0.000007950468,0.9939145,0.0001196785,0.00003332426,0.0002278862,0.0002326838,0.00003425961,0.0001390938,0.0000285149,0.0005202529,0.004713416],"study_design_scores_gemma":[0.000003313687,0.00002547385,0.9969051,0.0001065621,0.00002543991,0.0008033093,0.0005621644,0.0001160341,0.0001427856,0.0000133996,0.001289941,0.000006595913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835154,0.007539276,0.0004856573,0.0003188334,0.00001892571,0.0001165334,0.006383513,0.0000301905,0.001591658],"genre_scores_gemma":[0.9929147,0.002632904,0.0006250864,0.00009352776,0.00002138328,0.00006162424,0.003498924,0.000006105777,0.0001456757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009623349,"threshold_uncertainty_score":0.01913464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02161764305820935,"score_gpt":0.3654198877687889,"score_spread":0.3438022447105796,"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."}}