{"id":"W3196657023","doi":"10.1016/j.clgc.2021.08.003","title":"Radical Cystectomy vs. Radiotherapy in Urothelial Bladder Cancer in Elderly and Very Elderly Patients","year":2021,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Cohort; Urology; Chemotherapy; Radiation therapy; Internal medicine; Confidence interval; Concomitant; Urothelial carcinoma; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002575371,0.0003883248,0.0009774147,0.0001740908,0.00006613359,0.00003637674,0.0001465282,0.0004012989,0.001511339],"category_scores_gemma":[0.0001080152,0.0003513273,0.0002405094,0.0004781155,0.0002648333,0.0001531793,0.0000842049,0.000823969,0.00001672879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003960682,"about_ca_system_score_gemma":0.001193201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009059408,"about_ca_topic_score_gemma":0.0009802171,"domain_scores_codex":[0.996709,0.0003126046,0.0009904613,0.0009307358,0.0004326776,0.0006245485],"domain_scores_gemma":[0.9986446,0.000241907,0.0001316396,0.000442272,0.0001401687,0.0003994003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003148463,0.001644467,0.8049292,0.0001080007,0.0002710671,0.001172412,0.0002540241,0.0000186181,0.0003474057,0.000004575953,0.002064596,0.1860372],"study_design_scores_gemma":[0.02964702,0.002963494,0.9257091,0.0005135858,0.0001764115,0.00005009728,0.00006626933,0.0001150736,0.0005779667,0.00008945535,0.03962303,0.0004685203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978377,0.01563329,0.00001013289,0.002761731,0.001385307,0.0007978133,0.0001100663,0.00004754699,0.0008770694],"genre_scores_gemma":[0.9724404,0.02008967,0.0003676384,0.003489964,0.001622809,0.0003990652,0.00002986575,0.00008949137,0.001471139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1855687,"threshold_uncertainty_score":0.9998938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797053678798495,"score_gpt":0.3571158329952203,"score_spread":0.3291452962072353,"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."}}