{"id":"W2307856344","doi":"","title":"Prevalence and Resistance Profiles of Extended-Spectrum β-Lactamase Producing Escherichia coli (ESBL-EC) from Patients in Canadian Hospitals: Results of CANWARD 2007","year":2008,"lang":"en","type":"article","venue":"46th Annual Meeting","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Escherichia coli; Microbiology; Beta-lactamase; Antibiotic resistance; Enterobacteriaceae; Multiple drug resistance; Escherichia coli Proteins; Medicine; Drug resistance; Biology; Antibiotics; Genetics; Gene","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":[0.0005129596,0.0004830131,0.0005509271,0.002045614,0.001840064,0.0009877256,0.0007300308,0.0006410827,0.001796567],"category_scores_gemma":[0.001717609,0.0004216304,0.0005020694,0.003329391,0.0005701448,0.0003635008,0.0005857841,0.0006833962,0.0002713289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009609743,"about_ca_system_score_gemma":0.008105445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9536601,"about_ca_topic_score_gemma":0.9617469,"domain_scores_codex":[0.9988829,0.00004944074,0.00007559922,0.000129505,0.0004531214,0.000409424],"domain_scores_gemma":[0.9984955,0.0000710481,0.000149211,0.00002126477,0.0008707133,0.000392239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001482753,0.0000533325,0.9927478,0.00006510455,0.00002449562,0.0001872876,0.001238653,0.00003675486,0.0007628738,0.00002211556,0.0008870492,0.003826327],"study_design_scores_gemma":[0.000004113579,0.00006545334,0.9979559,0.00001029903,0.00001324941,0.0001338258,0.001162994,0.00003408448,0.0001246125,0.000003101987,0.0004840264,0.000008289325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925673,0.0005291154,0.00008080534,0.000177675,0.00001196294,0.00005074378,0.005055803,0.00001258021,0.001513931],"genre_scores_gemma":[0.9954416,0.0006390037,0.0002274294,0.000170125,0.00001143964,0.00001649024,0.002274139,0.000005837525,0.001213947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04633987,"threshold_uncertainty_score":0.09322548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005365351227343564,"score_gpt":0.2163465494758035,"score_spread":0.2109811982484599,"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."}}