Carbapenem resistance among Gram-negative isolates collected from patients in ICU and non-ICU hospital wards in Hong Kong: SMART 2017–2020
Bibliographic record
Abstract
OBJECTIVES: The aim of this study was to estimate carbapenem resistance in Pseudomonas aeruginosa and Enterobacterales isolated from infected patients in intensive care unit (ICU) and non-ICU hospital wards in Hong Kong. METHODS: Isolates of Pseudomonas aeruginosa (ICU, n = 35; non-ICU, n = 264) and Enterobacterales (ICU, n = 129; non-ICU, n = 1390) were collected in four Hong Kong hospitals in 2017-2020. Clinical and Laboratory Standards Institute broth microdilution minimum inhibitory concentrations (MICs) were interpreted according to Clinical and Laboratory Standards Institute 2021 M100 breakpoints. β-lactamase genes were identified in imipenem-, imipenem/relebactam-, and ceftolozane/tazobactam-nonsusceptible isolates. RESULTS: Ceftolozane/tazobactam demonstrated potent in vitro activity against both P. aeruginosa (ICU, 88.6%; non-ICU, 98.5%) and Enterobacterales (96.1%; 97.1%). Percent susceptible values for P. aeruginosa isolates from ICU and non-ICU patients, respectively, were as follows: meropenem (ICU, 74.3%; non-ICU, 84.1%) and imipenem (68.6%; 73.1%). Only 1 of 77 isolates tested for β-lactamase genes carried a carbapenemase (VIM-2). Percent susceptible values for Enterobacterales isolates from ICU and non-ICU patients were as follows: meropenem (100%; 99.4%), ertapenem (100%; 98.0%), and imipenem (88.4%; 88.6%). A total of 62 Enterobacterales isolates were tested for β-lactamase genes. Only three isolates carried a carbapenemase gene; two (both Escherichia coli) were metallo-β-lactamase-positive (both NDM-5), and one (Klebsiella pneumoniae) was OXA-48-like-positive. CONCLUSIONS: Carbapenem-nonsusceptible isolates of P. aeruginosa were common (>15% of isolates). P. aeruginosa percent susceptible values for ceftolozane/tazobactam (97.3% susceptible overall) were ≥14% higher than those for carbapenems in both ICU and non-ICU isolates. Carbapenemases were rare among both P. aeruginosa (one isolate) and Enterobacterales (three isolates). Most Enterobacterales isolates tested from ICU and non-ICU patients in Hong Kong hospitals in 2017-2020 were susceptible to meropenem and ertapenem (≥98%); imipenem was less active (89% susceptible).
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".