{"id":"W4413851966","doi":"10.1093/jac/dkaf220","title":"Increasing rates of ESBL-producing <i>Escherichia coli</i> and <i>Klebsiella pneumoniae</i> in Canadian Hospitals: 17 years of the CANWARD study, 2007–23","year":2025,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba; Shared Health; Manitoba Health","funders":"Sandoz Canada; Shionogi; Merck KGaA; University of Manitoba; Sunovion; Pfizer","keywords":"Klebsiella pneumoniae; Microbiology; Antibiotic resistance; Gentamicin; Escherichia coli; Amoxicillin; Antibiotics; Biology; Klebsiella pneumonia; Medicine; Genotype","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009549004,0.0004558218,0.0004419539,0.001583458,0.00161789,0.001148534,0.001184336,0.0008414761,0.00201284],"category_scores_gemma":[0.002126425,0.0004318416,0.0007798694,0.004010569,0.0006741809,0.0007171404,0.0006730164,0.000909633,0.0002672093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02234521,"about_ca_system_score_gemma":0.02784005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9866619,"about_ca_topic_score_gemma":0.9880447,"domain_scores_codex":[0.998713,0.00006310407,0.00007238313,0.0001946209,0.000464591,0.0004923684],"domain_scores_gemma":[0.9970591,0.00008442173,0.0007179232,0.00007803341,0.001479805,0.0005807765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006995773,0.0000201638,0.996452,0.00002212407,0.00003579227,0.00005482678,0.0002451137,0.00006372288,0.0001295612,0.00002695863,0.000835942,0.002044013],"study_design_scores_gemma":[0.000003407109,0.00001773049,0.9988745,0.00001222218,0.00001294301,0.00005094997,0.0004277422,0.0001006559,0.00003071708,0.00000502294,0.0004584483,0.000005688514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884633,0.001369607,0.00009723675,0.000680357,0.00001983523,0.00002709957,0.007331295,0.00002565937,0.001985584],"genre_scores_gemma":[0.9958442,0.000593251,0.0001274485,0.0001181702,0.00001217128,0.00001055027,0.002480338,0.000004587531,0.0008092584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02234521,"threshold_uncertainty_score":0.1621267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004568321820966504,"score_gpt":0.242730943166188,"score_spread":0.2381626213452215,"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."}}