{"id":"W4406382356","doi":"10.5489/cuaj.9012","title":"Outcomes of the artificial urinary sphincter among men with prior pelvic radiation","year":2025,"lang":"en","type":"letter","venue":"Canadian Urological Association Journal","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Artificial urinary sphincter; Medicine; Urinary system; Urology; Urinary incontinence; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000470557,0.0001112129,0.0003393985,0.000436046,0.002041786,0.0009040043,0.0003779258,0.002040273,0.003544497],"category_scores_gemma":[0.006411016,0.0001405988,0.0004200783,0.0009417004,0.0004681149,0.0005317233,0.0004300778,0.002341064,0.0002090028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00274316,"about_ca_system_score_gemma":0.003243572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08981586,"about_ca_topic_score_gemma":0.1957304,"domain_scores_codex":[0.9991456,0.0001489944,0.00008094243,0.00005794214,0.0002333403,0.0003331266],"domain_scores_gemma":[0.9971749,0.0007603125,0.0006231536,0.00006797702,0.0004479105,0.0009258132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003757879,0.0003244955,0.9251817,0.000108728,0.0000839132,0.010333,0.0005941197,0.0001672092,0.0001990791,0.0007410935,0.04027614,0.02161467],"study_design_scores_gemma":[0.00009693835,0.0002947946,0.9670919,0.0003523411,0.0001087207,0.01347404,0.003676305,0.0005610546,0.0001169844,0.001073521,0.01310174,0.00005172501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7102004,0.006658512,0.00009177867,0.2261795,0.002574637,0.00006208487,0.001713886,0.00001851541,0.05250052],"genre_scores_gemma":[0.9710978,0.001778823,0.00007439077,0.02154886,0.00214528,0.00002301492,0.0004478351,0.000005760489,0.002878265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08981586,"threshold_uncertainty_score":0.1785861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009067508829067695,"score_gpt":0.2203773488725629,"score_spread":0.2113098400434952,"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."}}