{"id":"W6942578897","doi":"10.14288/1.0432743","title":"Empiric Antibiotic Therapy for Uncomplicated Lower Urinary Tract Infections","year":2023,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nitrofurantoin; Fosfomycin; Empiric therapy; Urinary system; Antibiotics; Antimicrobial; Empiric treatment","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":[0.0003857246,0.0003640165,0.0004894508,0.001047677,0.001284125,0.0006353657,0.0006367639,0.001009107,0.005734106],"category_scores_gemma":[0.003297369,0.0001622626,0.0002595799,0.0008556336,0.000504247,0.0002218507,0.0004760206,0.001590635,0.001532278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002702411,"about_ca_system_score_gemma":0.006530266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04801025,"about_ca_topic_score_gemma":0.1987125,"domain_scores_codex":[0.9992796,0.0001239401,0.00007832385,0.00004146504,0.0003361095,0.0001404687],"domain_scores_gemma":[0.9981014,0.0002913464,0.0003720273,0.00005199552,0.0006279569,0.0005552381],"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":[0.0004416777,0.0008425785,0.081833,0.002397182,0.00007523081,0.03243777,0.0005974298,0.0004330589,0.004074768,0.0008275986,0.4130985,0.4629412],"study_design_scores_gemma":[0.0003216289,0.001123061,0.3078488,0.009262848,0.000146095,0.07024264,0.0008184098,0.001227403,0.003669755,0.00121458,0.6040407,0.00008410012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1928126,0.3581668,0.004983349,0.1436492,0.008093903,0.0007845004,0.001096692,0.0008531718,0.2895598],"genre_scores_gemma":[0.715159,0.1647471,0.00783461,0.05964595,0.01010756,0.0002218198,0.001192466,0.0001772992,0.04091408],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04801025,"threshold_uncertainty_score":0.09546161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02374009056689287,"score_gpt":0.2421812645108213,"score_spread":0.2184411739439284,"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."}}