{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006768219,0.00007473076,0.0002563499,0.0001548002,0.0002249908,0.000005832462,0.0001247303,0.00002502929,0.0002261049],"category_scores_gemma":[0.00007717396,0.00005244913,0.0001369566,0.0002777612,0.00003349894,0.00003121793,0.00005223769,0.000367513,0.000001516871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007090528,"about_ca_system_score_gemma":0.00005692953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008691743,"about_ca_topic_score_gemma":0.00002479071,"domain_scores_codex":[0.9990054,0.0002067676,0.0002877703,0.0001174617,0.0002499525,0.0001325988],"domain_scores_gemma":[0.9991997,0.0001056856,0.0002874981,0.0002263851,0.0001218066,0.00005895862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003115226,0.00009422813,0.9978222,0.00001668263,0.0004595354,0.00001912503,0.0001263649,0.0005092728,0.00007372822,0.0001699553,0.0003696542,0.0000277767],"study_design_scores_gemma":[0.0005189214,0.0009516721,0.9893551,0.000004298557,0.0022503,0.0005345154,0.00003434005,0.005345156,0.00000275377,0.0005049044,0.0004516146,0.0000464456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912956,0.0008767542,0.00172924,0.005786431,0.00004626815,0.0001525534,0.0000311434,0.00001412971,0.00006788973],"genre_scores_gemma":[0.9976897,0.00005663852,0.00009474283,0.001934421,0.00007965315,0.000009724546,0.00001226183,0.000006895043,0.0001159386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008467075,"threshold_uncertainty_score":0.247569,"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."}}