{"id":"W337059603","doi":"10.1155/2009/962617","title":"Prevalence and Characterization of Extended‐Spectrum Beta‐Lactamase‐Producing Enterobacteriaceae Isolated in Canadian Hospitals: Results from CANWARD 2007","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba; Health Sciences Centre","funders":"Wyeth; Bayer","keywords":"Klebsiella pneumoniae; Broth microdilution; Microbiology; Beta-lactamase; Gentamicin; Enterobacteriaceae; Genotype; Multilocus sequence typing; Biology; Molecular epidemiology; Sulfamethoxazole; Escherichia coli; Multiple drug resistance; Drug resistance; Antibiotics; Minimum inhibitory concentration; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005849458,0.0005889803,0.0004246595,0.002473587,0.001862448,0.001232225,0.0009350767,0.0005208843,0.001083112],"category_scores_gemma":[0.001915987,0.0003025367,0.0004199967,0.003449523,0.0006615644,0.0002800451,0.0006009974,0.000456698,0.0001739092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0191226,"about_ca_system_score_gemma":0.02355287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.984194,"about_ca_topic_score_gemma":0.9916856,"domain_scores_codex":[0.9980909,0.0000496496,0.00008053024,0.0002245332,0.001137046,0.0004173153],"domain_scores_gemma":[0.9969896,0.0000891252,0.0003322585,0.00004189058,0.002070838,0.0004762312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001957499,0.00005102665,0.9812299,0.0001794584,0.00007681178,0.0002825496,0.001075971,0.0001321777,0.003259884,0.000049564,0.001616532,0.01185034],"study_design_scores_gemma":[0.000006937889,0.00004891268,0.9963754,0.00003422477,0.00002666015,0.0002361833,0.0008557147,0.00008895271,0.0005708911,0.000003773867,0.001742393,0.00001014526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908218,0.002041612,0.0001610138,0.0002210349,0.0000195803,0.00005767634,0.00401881,0.00002028526,0.002638096],"genre_scores_gemma":[0.9930353,0.001743555,0.0005654586,0.0001819845,0.00001357633,0.00001747033,0.003254579,0.000009021408,0.001178964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0191226,"threshold_uncertainty_score":0.1387448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002463679830559729,"score_gpt":0.2021482177085011,"score_spread":0.1996845378779414,"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."}}