{"id":"W3126428342","doi":"10.1016/j.clgc.2021.01.007","title":"The Use of 5-Alpha Reductase Inhibitors and Alpha-1 Blockers Does Not Improve Clinical Outcome in Male Patients Undergoing Radical Cystectomy for Bladder Cancer in Quebec, Canada","year":2021,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; McGill University Health Centre; Ministère de la Santé et des Services sociaux; McGill University","keywords":"Medicine; Bladder cancer; Cystectomy; Hazard ratio; Proportional hazards model; Propensity score matching; Internal medicine; Retrospective cohort study; Confidence interval; Surgery; Cancer; Oncology; Urology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.000400764,0.0002000789,0.0005281757,0.0003123718,0.001103198,0.0008428583,0.0006583676,0.0004691739,0.003636216],"category_scores_gemma":[0.002340893,0.0001341853,0.0007237535,0.00110265,0.000338892,0.0002878132,0.0002707075,0.0006866909,0.000213961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009727616,"about_ca_system_score_gemma":0.013673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9394546,"about_ca_topic_score_gemma":0.9831154,"domain_scores_codex":[0.9995483,0.00008095714,0.00002957822,0.00006164653,0.0001108755,0.0001686556],"domain_scores_gemma":[0.998081,0.0002241821,0.0004841397,0.00003910494,0.0005323298,0.0006392491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007868396,0.00008772177,0.9853715,0.00006541978,0.0001699772,0.0001456865,0.0001173145,0.0001897086,0.0002575883,0.00006807876,0.002618504,0.01012158],"study_design_scores_gemma":[0.00005202512,0.0001250886,0.9984668,0.00003790175,0.0001160163,0.00004137607,0.0002852269,0.0001890879,0.00003140754,0.00001621134,0.0006309001,0.000007834075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980888,0.005791526,0.00008490327,0.002872443,0.0001563692,0.00004699175,0.002430697,0.00001573877,0.007713386],"genre_scores_gemma":[0.9967257,0.001062335,0.00004956551,0.000402448,0.00004052721,0.000005946973,0.0006666862,0.000003452305,0.001043322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06054538,"threshold_uncertainty_score":0.1218038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05813035974551425,"score_gpt":0.3673930885070796,"score_spread":0.3092627287615654,"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."}}