{"id":"W4225257953","doi":"10.1097/ju.0000000000002585.09","title":"PD34-09 VESICO-VAGINAL FISTULA PREVALENCE AND REPAIR PATTERNS: A LARGE RETROSPECTIVE POPULATION-BASED COHORT ANALYSIS","year":2022,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Retrospective cohort study; Vesicovaginal fistula; Hazard ratio; Fistula; Population; Cohort; Proportional hazards model; Surgery; Cohort study; Internal medicine; Environmental health; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008416461,0.0003170671,0.00046159,0.001436657,0.001166885,0.0008711802,0.0008151178,0.0004746298,0.00169251],"category_scores_gemma":[0.002517977,0.0007399434,0.0006597881,0.00311513,0.0004596307,0.0007139052,0.001058505,0.0006640681,0.0003982858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001950319,"about_ca_system_score_gemma":0.002305605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2517206,"about_ca_topic_score_gemma":0.3096669,"domain_scores_codex":[0.9989952,0.0001114684,0.000132487,0.0002817931,0.000285109,0.0001939423],"domain_scores_gemma":[0.9981828,0.0001816811,0.0006732296,0.0002835231,0.0004057471,0.0002729828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000287744,0.00001354472,0.9989865,0.000008371129,0.00004279889,0.00003118095,0.00007508711,0.00001063127,0.00004917509,0.000009521913,0.0003386326,0.0004056355],"study_design_scores_gemma":[0.00001208225,0.00003286511,0.9989888,0.00001470277,0.00003967292,0.0001479228,0.0002531845,0.00007511979,0.00002319708,0.000008544048,0.0003984415,0.000005439013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915649,0.0003006877,0.0002038729,0.0001045555,0.00001024514,0.00009615433,0.007018471,0.00001115274,0.0006899552],"genre_scores_gemma":[0.9950073,0.0003171984,0.0002609786,0.00009139044,0.00001340993,0.00008713711,0.003979413,0.000007959194,0.0002353642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2517206,"threshold_uncertainty_score":0.5005108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009028440235009342,"score_gpt":0.2670829790760007,"score_spread":0.2580545388409914,"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."}}