{"id":"W4417193135","doi":"10.1007/s00192-025-06473-8","title":"Failure Rate, Time to Failure, and Associated Risk Factors: Polyacrylamide Hydrogel Injection for the Treatment of Stress Urinary Incontinence in a Large Cohort","year":2025,"lang":"en","type":"article","venue":"International Urogynecology Journal","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta Hospital","funders":"","keywords":"Urinary incontinence; Cohort; Cohort study; Polyacrylamide; Stress incontinence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006069121,0.0003003001,0.0005862366,0.000467361,0.0006398067,0.0008737751,0.0003270036,0.0007042871,0.001624363],"category_scores_gemma":[0.00198841,0.0003455698,0.001042642,0.0005260063,0.0004197758,0.0005126672,0.0003451714,0.0008021207,0.0002535825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003351287,"about_ca_system_score_gemma":0.0005594565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002708071,"about_ca_topic_score_gemma":0.002893446,"domain_scores_codex":[0.9994788,0.0001112253,0.00004869026,0.0001128997,0.0001457532,0.0001026442],"domain_scores_gemma":[0.9989578,0.0002832984,0.0003795832,0.00009415481,0.00007672681,0.0002085921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001324114,0.0005327717,0.9926514,0.0000239988,0.0001757024,0.0004078925,0.0001351048,0.00006394574,0.0005688258,0.00002067146,0.0001792049,0.003916399],"study_design_scores_gemma":[0.00007912653,0.001598358,0.9959776,0.0000165051,0.0001152156,0.001035668,0.0003818999,0.0004545738,0.0001206735,0.0000240998,0.0001816485,0.00001464942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993947,0.0003153454,0.00005464189,0.00002563052,0.000005269953,0.00001095164,0.00005691587,0.000001583362,0.0001351567],"genre_scores_gemma":[0.9994786,0.0001948002,0.00004622152,0.00003945619,0.00001784939,0.00001183832,0.00008708474,0.000002569448,0.0001215186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002708071,"threshold_uncertainty_score":0.005434096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005909549293628995,"score_gpt":0.2682730003816008,"score_spread":0.2623634510879718,"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."}}