{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004858298,0.0003381766,0.0009880877,0.00007335345,0.0001166454,0.00003617615,0.0001584326,0.0002994986,0.00009263154],"category_scores_gemma":[0.001201704,0.0002290289,0.0003017101,0.0002584636,0.0004553646,0.0001420982,0.0001653417,0.0006772144,8.258492e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005916292,"about_ca_system_score_gemma":0.004474598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3107419,"about_ca_topic_score_gemma":0.8746017,"domain_scores_codex":[0.9957803,0.0003495779,0.002038281,0.0008042434,0.000436477,0.0005911111],"domain_scores_gemma":[0.9960725,0.002446734,0.0003672784,0.0005084953,0.0002170356,0.0003879275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002829489,0.0007847787,0.9442349,0.0001825581,0.0003606386,0.0003038989,0.00007944379,0.00001552102,0.0001665429,0.000003127264,0.007277607,0.04376147],"study_design_scores_gemma":[0.03077157,0.001243025,0.9018296,0.0007158323,0.000631642,0.00001619542,0.0005387474,0.0002823927,0.004045721,0.00004093789,0.05926473,0.0006195829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853886,0.002543655,0.000002410006,0.007064403,0.003259254,0.001202095,0.0005002854,0.00001348847,0.00002584888],"genre_scores_gemma":[0.9869213,0.004554836,0.0003678347,0.002201101,0.001009464,0.0003877928,0.00003562681,0.00006163406,0.004460453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5638598,"threshold_uncertainty_score":0.9339528,"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."}}