{"id":"W4396809848","doi":"10.1016/j.clgc.2024.102119","title":"Temporal Trends and Cancer-Specific Mortality in Nonmetastatic Muscle-Invasive Urothelial Carcinoma of the Urinary Bladder Treated With Trimodal Therapy","year":2024,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Bladder cancer; Urothelial carcinoma; Urology; Urothelial cancer; Metastatic Urothelial Carcinoma; Cancer; Oncology; Urinary bladder; 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":[0.0003702226,0.000105657,0.0002231015,0.0005401652,0.0001746712,0.0004568737,0.0002572516,0.000384656,0.001949581],"category_scores_gemma":[0.001938896,0.0001291632,0.0005512704,0.001180658,0.0001331228,0.0005553637,0.0002500277,0.0005238319,0.0001519028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004778491,"about_ca_system_score_gemma":0.0004369704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008918722,"about_ca_topic_score_gemma":0.01070187,"domain_scores_codex":[0.9997701,0.00003372353,0.00002937948,0.00006002657,0.00002660043,0.00008013543],"domain_scores_gemma":[0.9989285,0.0002219364,0.0005124186,0.0000609755,0.0001496417,0.0001264612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001549055,0.00004684724,0.9898891,0.00004663679,0.0002153315,0.00007360033,0.0000903135,0.0005949872,0.0004913715,0.0001463923,0.0005624344,0.006293989],"study_design_scores_gemma":[0.00001344908,0.0001541862,0.9979565,0.00001240037,0.0001174526,0.0001195047,0.0001871739,0.0006805824,0.0001332594,0.00004880549,0.000571297,0.000005481588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946231,0.001700121,0.0001219876,0.0001726966,0.0000148486,0.000004206984,0.002166921,0.00001044343,0.001185732],"genre_scores_gemma":[0.9982073,0.0003998388,0.00003031103,0.0000290792,0.00001828075,0.000004282666,0.001055022,0.000002491543,0.0002533266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008918722,"threshold_uncertainty_score":0.01773363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07550536402370836,"score_gpt":0.3729486977362912,"score_spread":0.2974433337125829,"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."}}