{"id":"W4417535405","doi":"10.1093/cid/ciaf460","title":"Clinical Practice Guideline by Infectious Diseases Society of America (IDSA): 2025 Guideline on Management and Treatment of Complicated Urinary Tract Infections: Selection of Antibiotic Therapy for Complicated UTI","year":2025,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of Manitoba; Manitoba Health","funders":"","keywords":"Guideline; Clinical Practice; Antibiotic therapy; Urinary system; Antibiotics; Selection (genetic algorithm)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006842747,0.001751315,0.004093756,0.004330367,0.001581788,0.003497218,0.005055799,0.01217392,0.007214718],"category_scores_gemma":[0.02782878,0.001294098,0.004714345,0.004095846,0.001354472,0.001738722,0.001970513,0.01218002,0.007899286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005970559,"about_ca_system_score_gemma":0.02289968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04108083,"about_ca_topic_score_gemma":0.0747018,"domain_scores_codex":[0.9887157,0.00418611,0.003020727,0.0004398104,0.003036858,0.0006007876],"domain_scores_gemma":[0.9662846,0.006753052,0.004716492,0.0004759567,0.01945345,0.002316527],"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":[0.00005124125,0.0001050804,0.0008751826,0.001374664,0.0001008748,0.0001427109,0.00006170614,0.0004344728,0.000201331,0.001270372,0.9584135,0.0369688],"study_design_scores_gemma":[0.0007209065,0.0001830122,0.009486156,0.02724836,0.0005717671,0.001301485,0.000226707,0.001652225,0.0005225674,0.005655431,0.9522826,0.0001488684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002834616,0.1357749,0.02448384,0.6398609,0.03961639,0.006009982,0.03032285,0.001803931,0.1192926],"genre_scores_gemma":[0.02711043,0.1477205,0.1969275,0.4782701,0.02413008,0.01336128,0.06472881,0.0008888617,0.04686263],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04108083,"threshold_uncertainty_score":0.08168346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05184206099303877,"score_gpt":0.4318933610823746,"score_spread":0.3800513000893358,"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."}}