{"id":"W2142401286","doi":"10.1086/604713","title":"A Multinational Survey of Risk Factors for Infection with Extended‐Spectrum β‐Lactamase–Producing Enterobacteriaceae in Nonhospitalized Patients","year":2009,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":463,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Medicine; Enterobacteriaceae; Ciprofloxacin; Microbiology; Trimethoprim; Infection control; Gentamicin; Antibiotics; Internal medicine; Biology; Intensive care medicine; Escherichia coli","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":[0.0007492975,0.0002924786,0.000337366,0.000552237,0.0003124999,0.0004595897,0.0003552244,0.0004388711,0.001271787],"category_scores_gemma":[0.002538334,0.0002868981,0.0002683393,0.001117344,0.0002339254,0.0005372717,0.0003504478,0.0004370048,0.0002164739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003860088,"about_ca_system_score_gemma":0.0004948121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008529712,"about_ca_topic_score_gemma":0.007923899,"domain_scores_codex":[0.999413,0.0001849702,0.00008109268,0.000107508,0.0001215568,0.00009191301],"domain_scores_gemma":[0.9977199,0.0003410475,0.001173133,0.0001340331,0.0002794057,0.0003525355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001194893,0.00001342018,0.9995736,0.000002890365,0.00001146716,0.0000216858,0.00003000436,0.000007448682,0.00005665527,0.000001951774,0.00004308856,0.0002256736],"study_design_scores_gemma":[0.000002765955,0.00003851021,0.9995652,0.000003701052,0.00000823478,0.0001025916,0.0001263294,0.00004743632,0.00001959192,0.000002183869,0.0000820545,0.000001346814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991283,0.0001189452,0.00005144105,0.00005622749,0.00000334379,0.000008545812,0.0004069594,0.000002867188,0.0002233351],"genre_scores_gemma":[0.999204,0.0001097818,0.00008134679,0.00005496514,0.00000797796,0.00001296508,0.0004490341,0.000001610252,0.00007834296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008529712,"threshold_uncertainty_score":0.01696014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0142254500817018,"score_gpt":0.31022293989405,"score_spread":0.2959974898123482,"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."}}