{"id":"W2157772106","doi":"10.1007/s00192-004-1134-z","title":"Tension-free vaginal tape, Burch, and slings: are there predictors for early postoperative voiding dysfunction?","year":2004,"lang":"en","type":"article","venue":"International Urogynecology Journal","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Urinary retention; Sling (weapon); Complication; Urology; Incidence (geometry); Urinary system; Surgery; Catheter; Urinary incontinence; 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":[0.0002129723,0.0002058765,0.0002840273,0.000243524,0.0002944957,0.00006135963,0.0001941161,0.0001534825,0.0002797122],"category_scores_gemma":[0.001057847,0.0001688415,0.0001188199,0.0000693156,0.0001532899,0.0002047008,0.00008015888,0.0004295875,0.00002553673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00038374,"about_ca_system_score_gemma":0.0002182492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003718611,"about_ca_topic_score_gemma":0.00006484203,"domain_scores_codex":[0.9987042,0.00004014515,0.000352282,0.0003006428,0.0003069995,0.0002957408],"domain_scores_gemma":[0.9985875,0.000215836,0.0002288515,0.0001475284,0.000625686,0.0001945267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001589558,0.0009241824,0.9796149,0.00002159884,0.002332431,0.001133215,0.001183402,0.0003950283,0.002047547,0.001256974,0.00634106,0.003160133],"study_design_scores_gemma":[0.01991239,0.002469803,0.9562486,0.0001887922,0.0003242724,0.004302488,0.0008801351,0.0003390677,0.0003013867,0.008874037,0.005935297,0.0002236823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759937,0.0004858962,0.002050217,0.01825182,0.00155506,0.0003823309,0.0000439462,0.00004461343,0.001192413],"genre_scores_gemma":[0.9931232,0.0001051435,0.003299201,0.001725594,0.0004096703,0.0000438276,0.00002316041,0.00003230535,0.001237881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02336623,"threshold_uncertainty_score":0.6885155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146309619084488,"score_gpt":0.2657078802511801,"score_spread":0.2542447840603352,"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."}}