{"id":"W2129004986","doi":"10.1086/422145","title":"Acute Uncomplicated Cystitis in an Era of Increasing Antibiotic Resistance: A Proposed Approach to Empirical Therapy","year":2004,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":202,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Antibiotic therapy; Acute Cystitis; Antibiotic resistance; Intensive care medicine; Antibiotics; Negative therapeutic reaction; Internal medicine; Chemotherapy; Urinary system; Microbiology","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":[0.002710675,0.0007907607,0.001071194,0.002036807,0.00178766,0.003492669,0.002387675,0.006087162,0.002241597],"category_scores_gemma":[0.006058455,0.000348769,0.0009067691,0.0007795856,0.005506163,0.00349892,0.001840212,0.00553633,0.0007562443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001975332,"about_ca_system_score_gemma":0.005105599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000978419,"about_ca_topic_score_gemma":0.004037255,"domain_scores_codex":[0.9986987,0.0006015237,0.0002081935,0.0001236594,0.0002435069,0.0001243435],"domain_scores_gemma":[0.9975724,0.0007498235,0.0003414055,0.000176501,0.0006772104,0.0004826404],"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":[0.001880382,0.002871804,0.04529237,0.003431198,0.0002813256,0.03360062,0.002692035,0.008028442,0.01079108,0.3862994,0.08238076,0.4224505],"study_design_scores_gemma":[0.00252099,0.00884971,0.04163332,0.005962402,0.0006439071,0.1147288,0.008155406,0.04402149,0.006685073,0.4402148,0.3257217,0.0008623474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.06466658,0.06340206,0.1077581,0.6741104,0.01358224,0.0009123055,0.0001754388,0.0006576513,0.07473519],"genre_scores_gemma":[0.673007,0.07301015,0.1381704,0.06428686,0.03429404,0.001370939,0.0002159411,0.0001518776,0.01549278],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.006087162,"threshold_uncertainty_score":0.01433557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06655036380720965,"score_gpt":0.4062409335232406,"score_spread":0.339690569716031,"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."}}