{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001698605,0.0004108276,0.001196399,0.0006082716,0.0002568492,0.0006548651,0.0004710287,0.0008826341,0.001218728],"category_scores_gemma":[0.002614029,0.0002954733,0.001900946,0.00125421,0.0003443197,0.001169193,0.0006449313,0.0006662342,0.0001407585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005022467,"about_ca_system_score_gemma":0.0003783974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001688004,"about_ca_topic_score_gemma":0.003416006,"domain_scores_codex":[0.9988121,0.0005157485,0.0001130339,0.0002362699,0.0001222252,0.000200701],"domain_scores_gemma":[0.9976647,0.0007242509,0.0008760049,0.0001574821,0.0001327053,0.0004447877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02675815,0.0005739451,0.9587156,0.0001913992,0.002428257,0.000166128,0.0001817522,0.0003136275,0.001249392,0.00007053232,0.0002538491,0.009097505],"study_design_scores_gemma":[0.0004670148,0.003088254,0.9941884,0.00003261632,0.001123942,0.0001926611,0.0001739143,0.0002286089,0.00009132281,0.00006732219,0.0003308627,0.00001507582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962116,0.002993963,0.0000633741,0.00003782137,0.00001226974,0.00001659716,0.0003288569,0.000001586915,0.0003339486],"genre_scores_gemma":[0.9986633,0.0005992516,0.00003997017,0.00007602632,0.00004511749,0.000008435944,0.0004241302,0.000002589868,0.0001411455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001698605,"threshold_uncertainty_score":0.008983135,"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."}}