{"id":"W3127939569","doi":"10.5489/cuaj.7135","title":"Do 5 alpha reductase inhibitors decrease the risk of recurrent gross hematuria in patients who have had a transurethral prostatectomy?","year":2021,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University","funders":"Schulich School of Medicine and Dentistry; Ontario Ministry of Health and Long-Term Care; Academic Medical Organization of Southwestern Ontario; Lawson Health Research Institute","keywords":"Gross hematuria; 5 Alpha-Reductase Inhibitor; Urology; Medicine; Alpha (finance); Prostatectomy; Open Prostatectomy; Tamsulosin; Internal medicine; Finasteride; Surgery; Prostate cancer; Prostate; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001023664,0.0002509505,0.001404718,0.0003055114,0.0003969555,0.0006975193,0.0005255979,0.001446307,0.003717982],"category_scores_gemma":[0.006336711,0.0002922732,0.002186281,0.0006921481,0.0003486294,0.0005550081,0.0001466268,0.000946153,0.0004438547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008906887,"about_ca_system_score_gemma":0.001667886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01971538,"about_ca_topic_score_gemma":0.06677569,"domain_scores_codex":[0.9995189,0.0001555489,0.00006144528,0.00004923565,0.0001394043,0.00007544345],"domain_scores_gemma":[0.9977008,0.0007011154,0.0008980264,0.00008201665,0.0002785492,0.0003394559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03138646,0.001821204,0.7392439,0.003295089,0.009175341,0.0002275542,0.000186799,0.000457016,0.00130232,0.0003543005,0.01141355,0.2011365],"study_design_scores_gemma":[0.004374573,0.005613117,0.9693756,0.001046497,0.0078576,0.0004521368,0.0002940705,0.0004917629,0.0002997879,0.0003169983,0.009832798,0.00004507627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6830546,0.2578169,0.000397239,0.03465296,0.003128873,0.000134359,0.002686179,0.00008103531,0.01804782],"genre_scores_gemma":[0.938461,0.05060623,0.0006608973,0.005167802,0.001997591,0.00004604832,0.000795607,0.00000919728,0.002255737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01971538,"threshold_uncertainty_score":0.0392012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299421116957167,"score_gpt":0.2619853633044478,"score_spread":0.2489911521348762,"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."}}