{"id":"W4200331030","doi":"10.5489/cuaj.7277","title":"Radical cystectomy for clinical T4b urothelial carcinoma: An Ontario, single-center experience","year":2021,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thunder Bay Regional Health Sciences Centre; NOSM University","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Dysuria; Surgery; Cancer; Internal medicine; Urinary system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005278272,0.0003517465,0.0002379357,0.0006003968,0.001548163,0.0006788158,0.0005828064,0.0002504646,0.001598692],"category_scores_gemma":[0.001704194,0.0002989196,0.0003092194,0.001179532,0.0006440713,0.0003243814,0.0009212483,0.0002433314,0.0002701908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00456877,"about_ca_system_score_gemma":0.005393314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2057077,"about_ca_topic_score_gemma":0.4977351,"domain_scores_codex":[0.9994119,0.00007839387,0.00005795929,0.00008949941,0.0001983674,0.0001638761],"domain_scores_gemma":[0.9987653,0.0001373489,0.0003670681,0.00007430237,0.0002114684,0.000444445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001962403,0.0003365789,0.9625298,0.0001063323,0.00005619946,0.006312357,0.004003795,0.0002135396,0.002298429,0.00005591142,0.0007706069,0.02312023],"study_design_scores_gemma":[0.00005533748,0.001162215,0.9799302,0.00007044977,0.00003860917,0.01230807,0.003363718,0.0003986887,0.0004731152,0.00003777693,0.002133864,0.00002797017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984849,0.0003218019,0.000103853,0.00008021145,0.000004027283,0.00004175639,0.0000779926,0.000005403118,0.0008799424],"genre_scores_gemma":[0.9985235,0.0005760785,0.0002606405,0.00006720956,0.00001021997,0.0000134411,0.0001379541,0.000004703051,0.0004061516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2057077,"threshold_uncertainty_score":0.4090208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06208397806694998,"score_gpt":0.3183011231352604,"score_spread":0.2562171450683104,"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."}}