{"id":"W2163820951","doi":"10.1128/aac.00123-06","title":"Fluoroquinolone-Resistant Urinary Isolates of <i>Escherichia coli</i> from Outpatients Are Frequently Multidrug Resistant: Results from the NorthAmerican Urinary Tract Infection Collaborative Alliance-QuinoloneResistance Study","year":2006,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Shared Health; Health Sciences Centre","funders":"","keywords":"Ciprofloxacin; Nitrofurantoin; Microbiology; Urinary system; Ampicillin; Trimethoprim; Escherichia coli; Multiple drug resistance; Sulfamethoxazole; Urine; Norfloxacin; Cefdinir; Medicine; Antibiotics; Biology; Cephalosporin; Internal medicine","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":[0.0001763866,0.0005091858,0.0007393704,0.00009721535,0.0004287791,0.0000849222,0.0002316831,0.0001473036,0.00006134771],"category_scores_gemma":[0.00003049901,0.0004132876,0.0001757867,0.0006134457,0.0003216582,0.0002452884,0.00009246956,0.0003467416,0.00001161202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001579327,"about_ca_system_score_gemma":0.00007414398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01669496,"about_ca_topic_score_gemma":0.001010535,"domain_scores_codex":[0.9971873,0.0002247855,0.000955221,0.0008437702,0.0003638688,0.0004250536],"domain_scores_gemma":[0.9978052,0.0001680991,0.0009066603,0.0007746707,0.0002464521,0.00009891848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01701443,0.03979122,0.8608392,0.0001104801,0.001399789,0.0003513369,0.004017635,0.00008367097,0.05309879,0.00001059416,0.02246653,0.0008162528],"study_design_scores_gemma":[0.007931166,0.004612794,0.9619935,0.0003488985,0.0003277383,0.000006370121,0.0008758057,0.00004902599,0.005092783,0.00003631975,0.01832095,0.0004046941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933937,0.0003612005,0.0000319868,0.002244589,0.0002707054,0.001852407,0.001277218,0.0001147136,0.0004535451],"genre_scores_gemma":[0.9949184,0.00163736,0.0007827603,0.001457166,0.0002467093,0.00005673291,0.0004021192,0.00007299821,0.0004257364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1011542,"threshold_uncertainty_score":0.9998319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394662105963124,"score_gpt":0.2490913642464649,"score_spread":0.2351447431868337,"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."}}