{"id":"W4405733596","doi":"10.1002/nau.25641","title":"Can We Prevent Recurrent UTIs Without Antibiotics, in Both Those Who Do and Do Not Use Catheters? ICI‐RS 2024","year":2024,"lang":"en","type":"review","venue":"Neurourology and Urodynamics","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Antibiotics; Antibiotic resistance; Antimicrobial; Medical prescription; Urinary system; Intensive care medicine; Pseudomonas aeruginosa; Internal medicine; Pharmacology; Microbiology; Bacteria","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003473747,0.0006767589,0.001581737,0.000800337,0.0000882688,0.0001171422,0.0001506104,0.0004813416,0.00001762466],"category_scores_gemma":[0.00009703097,0.0005583062,0.0002481842,0.0003797794,0.0002361679,0.00008635616,0.0004124685,0.001833201,0.00001879715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001414665,"about_ca_system_score_gemma":0.0001523671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006174603,"about_ca_topic_score_gemma":0.0002496733,"domain_scores_codex":[0.9971192,0.0003740943,0.0007163102,0.001101658,0.0001963341,0.0004923924],"domain_scores_gemma":[0.9986503,0.0002043022,0.0002466257,0.000673166,0.00002866114,0.0001969156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000207755,0.001979535,0.005080401,0.03119642,0.0008867548,0.003080049,0.0004351106,0.00001774467,7.693145e-7,0.002836119,0.001664523,0.9526148],"study_design_scores_gemma":[0.0005641834,0.002970719,0.003240127,0.007779874,0.005407106,0.001982558,0.0000170828,0.0006697664,8.023084e-8,0.0001731199,0.9766651,0.0005302305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01506616,0.978457,0.00001519185,0.001805922,0.00199035,0.001907048,0.0001794963,0.00009884083,0.0004799827],"genre_scores_gemma":[0.006790457,0.9898471,0.00008054357,0.0004556098,0.0001325388,0.00002188589,0.00007585801,0.0001227631,0.002473212],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9750006,"threshold_uncertainty_score":0.9996868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0379107988950174,"score_gpt":0.3340576269554563,"score_spread":0.2961468280604388,"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."}}