{"id":"W4414661804","doi":"10.52054/fvvo.2025.237","title":"Bladder dysfunction after advanced pelvic surgeries: neuropelveological strategies for prevention and management","year":2025,"lang":"en","type":"article","venue":"Facts Views and Vision in ObGyn","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Neuromodulation; Sexual dysfunction; Quality of life (healthcare); Urinary retention; Neurogenic bladder dysfunction; Pelvic pain; Urinary system; Rehabilitation","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":[0.0002501991,0.000115113,0.0002078906,0.0001585567,0.00006693057,0.00005508817,0.00002498087,0.00005667048,0.0001195239],"category_scores_gemma":[0.00002633926,0.00008299698,0.00003942433,0.0001502011,0.00005725393,0.0001736281,0.00007245877,0.0001071192,0.000004298642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001482775,"about_ca_system_score_gemma":0.00002484654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005680347,"about_ca_topic_score_gemma":0.00001560582,"domain_scores_codex":[0.999117,0.00006510667,0.0002233768,0.0002938684,0.0001075599,0.0001930594],"domain_scores_gemma":[0.9996616,0.00008543684,0.00002652382,0.000124725,0.0000415261,0.00006016849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006568573,0.0006332757,0.01904337,0.003892645,0.0001152066,0.0001415453,0.0006202864,0.00002084992,0.001908654,0.003061013,0.007746097,0.9562485],"study_design_scores_gemma":[0.004145364,0.002503109,0.6079468,0.0006500513,0.00007335979,0.0000142826,0.001197669,0.0005647878,0.0001904897,0.004972954,0.3775577,0.0001835077],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805198,0.004381608,0.003491059,0.001607187,0.0001879338,0.001870063,0.000007384447,0.00003397818,0.00790104],"genre_scores_gemma":[0.9839222,0.009635945,0.000649924,0.0003145729,0.00001885805,0.0002157915,0.00002843144,0.000008561948,0.005205728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.956065,"threshold_uncertainty_score":0.3384519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03068748091474091,"score_gpt":0.3837876381432516,"score_spread":0.3531001572285107,"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."}}