{"id":"W4293062591","doi":"10.1002/nau.25019","title":"Artificial urinary sphincter cuffs and safe instrument/catheter passage guidelines","year":2022,"lang":"en","type":"article","venue":"Neurourology and Urodynamics","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Cuff; Catheter; Urethra; Urethral sphincter; Surgery; Urinary incontinence; Artificial urinary sphincter; Sphincter; Gold standard (test); Radiology","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":[0.008265181,0.0004815822,0.0005219971,0.001227098,0.0006841332,0.001506364,0.001288919,0.001508516,0.002816922],"category_scores_gemma":[0.03605289,0.0002983462,0.0005336931,0.0006155619,0.001194387,0.001483504,0.001255793,0.001399127,0.001484958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005251166,"about_ca_system_score_gemma":0.002397754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000888231,"about_ca_topic_score_gemma":0.00136501,"domain_scores_codex":[0.9887033,0.003871222,0.001960174,0.0003283282,0.004869051,0.0002678814],"domain_scores_gemma":[0.9717461,0.00613588,0.007963035,0.001934479,0.01028475,0.001935754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003179492,0.0005771028,0.06250344,0.004004274,0.00007984393,0.002067701,0.002247237,0.00123842,0.008549717,0.006390731,0.07715703,0.8348666],"study_design_scores_gemma":[0.0001948071,0.005040938,0.2655684,0.01054699,0.0002699431,0.0322124,0.003077085,0.005379598,0.01862765,0.01100908,0.6477986,0.0002745984],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3564663,0.1853953,0.2211205,0.07335804,0.007503003,0.001531774,0.001231052,0.006854577,0.1465396],"genre_scores_gemma":[0.6257838,0.02808815,0.3214205,0.008678416,0.001759002,0.001354876,0.001116655,0.000640497,0.01115818],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008265181,"threshold_uncertainty_score":0.04371101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02469569808502745,"score_gpt":0.2705324174960554,"score_spread":0.2458367194110279,"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."}}