{"id":"W2121057232","doi":"10.1016/j.urology.2015.05.023","title":"Artificial Urinary Sphincter Outcomes in the “Fragile Urethra”","year":2015,"lang":"en","type":"article","venue":"Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Artificial urinary sphincter; Urethra; Urethroplasty; Urinary incontinence; Urethral sphincter; Surgery; Prostatectomy; Urology; Urinary continence; Neck of urinary bladder; Complication; Sphincter; Urinary bladder; Prostate; Internal medicine","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":[0.0001784507,0.0000821072,0.0001825174,0.00004531286,0.00001815753,0.000005571748,0.00006319912,0.00006181835,0.0001108067],"category_scores_gemma":[0.00005635781,0.00004648879,0.00004225616,0.00006560454,0.0000579432,0.00002310949,0.0000263831,0.0001341174,0.0001613627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004543321,"about_ca_system_score_gemma":0.00006036292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005843048,"about_ca_topic_score_gemma":0.00005036761,"domain_scores_codex":[0.9993631,0.00005904077,0.0001377174,0.0001481697,0.0001064093,0.0001855733],"domain_scores_gemma":[0.9995875,0.00008657116,0.00002508615,0.0002194266,0.00002261585,0.00005874382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004788934,0.001453327,0.9714758,0.00000981324,0.00007313545,0.00144097,0.00268247,0.00004174599,0.00003387001,0.002299669,0.01391979,0.006090486],"study_design_scores_gemma":[0.003005496,0.005310741,0.7701864,0.000008007148,0.0001618643,0.0003919557,0.000387921,0.0001527687,0.0003738134,0.01261782,0.2072374,0.00016582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540244,0.0007335878,0.00001721926,0.03952711,0.000295633,0.0002938871,0.000005758412,0.00002136778,0.005081064],"genre_scores_gemma":[0.9914418,0.00002405319,0.00003468138,0.008106237,0.0001263223,0.00009317655,0.00001635734,0.000007670534,0.0001496462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2012894,"threshold_uncertainty_score":0.2074045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05345887309267214,"score_gpt":0.319440023733906,"score_spread":0.2659811506412338,"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."}}