{"id":"W4413989400","doi":"10.1097/ju.0000000000004723","title":"Updates to Recurrent Uncomplicated Urinary Tract Infections in Women: AUA/CUA/SUFU Guideline (2025)","year":2025,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Guideline; Urinary system; Intensive care medicine; Gynecology; Urology; Internal medicine; Pathology","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":[0.001397935,0.0001505856,0.0003738317,0.0009378646,0.00009371097,0.000009579043,0.0002278864,0.00007609303,0.0003771571],"category_scores_gemma":[0.0003001145,0.0001067077,0.00008805886,0.0008985398,0.0000658036,0.00007752659,0.0001255967,0.0006749059,0.00008110958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003382021,"about_ca_system_score_gemma":0.0001696136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003292876,"about_ca_topic_score_gemma":0.00001547849,"domain_scores_codex":[0.9983177,0.0002490695,0.0008324081,0.0001358609,0.0001516326,0.0003133004],"domain_scores_gemma":[0.9988019,0.0002668713,0.0002311312,0.0003594333,0.0002257863,0.0001148863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02048602,0.1094075,0.1002758,0.0002776105,0.002998403,0.002302489,0.003923689,0.05039581,0.006679999,0.004666452,0.6114542,0.0871321],"study_design_scores_gemma":[0.002734433,0.02577584,0.1353243,0.00008853598,0.000393502,0.004300759,0.0003198967,0.0004079102,0.00007994095,0.002450956,0.8279714,0.0001525835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9030896,0.0008424157,0.002717218,0.08665421,0.000830328,0.0004367877,0.000002225688,0.00003943292,0.00538777],"genre_scores_gemma":[0.9915949,0.0004607281,0.0002931266,0.006630922,0.0001515577,0.0000244185,0.000003100725,0.00001313395,0.0008281497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2165172,"threshold_uncertainty_score":0.4351414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170864056420772,"score_gpt":0.3265971978321988,"score_spread":0.3095107921901216,"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."}}