{"id":"W4297239756","doi":"10.4081/aiua.2022.3.291","title":"Radical cystectomy for bladder urothelial carcinoma with aggressive variant histology","year":2022,"lang":"en","type":"article","venue":"Archivio Italiano di Urologia e Andrologia","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Thunder Bay Regional Health Sciences Centre","funders":"","keywords":"Cystectomy; Medicine; Bladder cancer; Perioperative; Carcinoma; Surgery; 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":[0.000400863,0.0003512632,0.0003861124,0.0005141235,0.0006627063,0.0004363972,0.0003946783,0.0002325014,0.0007326712],"category_scores_gemma":[0.001021132,0.0001743861,0.0004346875,0.0004934462,0.0004436972,0.000275229,0.0005472815,0.0003377247,0.0002633533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000265044,"about_ca_system_score_gemma":0.0006278038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009920275,"about_ca_topic_score_gemma":0.003555157,"domain_scores_codex":[0.9997039,0.00003891519,0.00003727833,0.00005593307,0.00007107916,0.00009282112],"domain_scores_gemma":[0.9992792,0.0001112962,0.0002987353,0.00006154917,0.00003213033,0.0002170665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0002714308,0.0001002919,0.9179695,0.0002110491,0.000155854,0.03230792,0.0005420003,0.0003121519,0.01122607,0.0001010306,0.000604908,0.03619773],"study_design_scores_gemma":[0.00003299409,0.001423119,0.7199945,0.00007219766,0.0001225512,0.2713342,0.000743871,0.0005270327,0.002469476,0.000144788,0.003103719,0.00003151641],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964888,0.002239819,0.0004964775,0.00004761515,0.00001807852,0.00001881838,0.00004793285,0.00002179392,0.0006206383],"genre_scores_gemma":[0.9984262,0.0007192,0.000487606,0.00005156694,0.00004428401,0.000005791231,0.0001270798,0.000004677679,0.0001337115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009920275,"threshold_uncertainty_score":0.002451003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485962679562087,"score_gpt":0.2490676374607752,"score_spread":0.2342080106651544,"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."}}