{"id":"W1981210891","doi":"10.1016/j.urology.2007.04.014","title":"Outcomes and Quality of Life of Adults Undergoing Continent Catheterizable Vesicostomy for Neurogenic Bladder","year":2007,"lang":"en","type":"article","venue":"Urology","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Medicine; Surgery; Urinary diversion; Quality of life (healthcare); Stoma (medicine); Urinary system; Cystostomy; Ileus; Urinary continence; Cystectomy; Bladder cancer; Nursing; 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":[0.0001337175,0.00005888845,0.0002397253,0.00004296728,0.0000202545,0.000001157608,0.00003976794,0.00004855073,0.00001185322],"category_scores_gemma":[0.0002380067,0.00004908172,0.00006358008,0.00003863938,0.00006401762,0.00001330552,0.00002285229,0.00004383729,6.583773e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002999898,"about_ca_system_score_gemma":0.00003766062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004394321,"about_ca_topic_score_gemma":0.0000498119,"domain_scores_codex":[0.999387,0.00001435811,0.0002963864,0.0001259719,0.00005038371,0.0001259373],"domain_scores_gemma":[0.9992878,0.000297086,0.0001267569,0.0001507885,0.00007861217,0.00005889337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005401243,0.0008798557,0.7594661,0.0009570589,0.0008125989,0.000002362698,0.001314045,0.00002393848,0.2034095,0.02420732,0.0006315915,0.002894384],"study_design_scores_gemma":[0.004283155,0.001425309,0.9860951,0.000009364529,0.0001526783,0.00001751959,0.00009359543,0.0002970427,0.004807152,0.0006882395,0.002036452,0.00009439428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917514,0.000340824,0.005300722,0.002080159,0.00003642231,0.0002525903,0.000008995075,0.00001108638,0.000217803],"genre_scores_gemma":[0.9979065,0.00001865067,0.0005115676,0.00145642,0.00002015377,0.000009490105,0.000007603379,0.000007492681,0.00006210658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.226629,"threshold_uncertainty_score":0.2001494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03477432988824476,"score_gpt":0.3159457125871304,"score_spread":0.2811713826988857,"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."}}