{"id":"W3087398983","doi":"10.1016/j.euf.2020.08.010","title":"Micropapillary Versus Urothelial Carcinoma of the Urinary Bladder: Stage at Presentation and Efficacy of Chemotherapy Across All Stages—A SEER-based Study","year":2020,"lang":"en","type":"article","venue":"European Urology Focus","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Cystectomy; Stage (stratigraphy); Chemotherapy; Hazard ratio; Bladder cancer; Urology; Internal medicine; Urinary bladder; Oncology; Proportional hazards model; Urinary system; Transitional cell carcinoma; Cancer; Confidence interval","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":[],"consensus_categories":[],"category_scores_codex":[0.0001628572,0.0002223075,0.0003617969,0.00003311657,0.00008505586,0.00000675657,0.0001967326,0.00005248708,0.0001266899],"category_scores_gemma":[0.00005622566,0.0001646029,0.0001235404,0.0001357163,0.0002464084,0.00002994461,0.0001823922,0.0001820979,0.00001508652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003054624,"about_ca_system_score_gemma":0.0000758443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007478372,"about_ca_topic_score_gemma":0.00001237394,"domain_scores_codex":[0.9982993,0.000450588,0.0003539829,0.000398208,0.0002443604,0.0002535619],"domain_scores_gemma":[0.9990557,0.0001289567,0.000202784,0.0004274584,0.00005970708,0.0001254141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03470057,0.002269038,0.8702062,0.0001517229,0.00104409,0.0005500698,0.01380384,0.00007411408,0.07245608,0.000007893317,0.0006929723,0.004043466],"study_design_scores_gemma":[0.03148128,0.01135315,0.9179808,0.000007239772,0.0003769295,0.00001721912,0.0003338841,0.00003629241,0.03493237,0.000001198566,0.00334019,0.0001394177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945037,0.0007840774,0.00001374,0.001956229,0.0001502587,0.001100023,0.0001334086,0.00003585665,0.001322719],"genre_scores_gemma":[0.9984556,0.00002847281,0.00004081389,0.001005678,0.0001299923,0.000007465693,0.00001364096,0.00006232232,0.0002559747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04777467,"threshold_uncertainty_score":0.6712312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03305617362202479,"score_gpt":0.3013311736708177,"score_spread":0.2682750000487929,"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."}}