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Record W3148296974 · doi:10.1093/jbcr/irab032.116

112 Outbreak of Carbapenemase-Producing Enterobacteriaceae in a Regional Burn Centre

2021· article· en· W3148296974 on OpenAlexaff
Sarah Rehou, Sydney Rotman, Melisa Avaness, Marc G. Jeschke, Shahriar Shahrokhi

Bibliographic record

VenueJournal of Burn Care & Research · 2021
Typearticle
Languageen
FieldMedicine
TopicBurn Injury Management and Outcomes
Canadian institutionsHealth Sciences CentreSunnybrook Health Science Centre
Fundersnot available
KeywordsMedicineInfection controlOutbreakHygieneTotal body surface areaEmergency medicinePersonal hygieneHand washingPopulationPersonal protective equipmentMedical emergencyCarbapenem-resistant enterobacteriaceaeIntensive care medicineSurgeryCoronavirus disease 2019 (COVID-19)Environmental healthEnterobacteriaceaeInternal medicineInfectious disease (medical specialty)VirologyPathology

Abstract

fetched live from OpenAlex

Abstract Introduction Antimicrobial resistance is an increasing problem in hospitals worldwide, though the prevalence of carbapenemase-producing Enterobacteriaceae (CPE) in our region is low. Burn patients are among the most vulnerable to infection because of the loss of the protective skin barrier. Because of this, burn centres prioritize infection prevention and control with measures like additional precautions, enhanced environmental cleaning, dedicated facilities, and mandatory use of personal protective equipment (PPE). Methods This report describes a CPE outbreak in a regional burn centre. We hypothesized that contamination of in-room hand hygiene sinks with CPE was a potential source of transmission. In a period of 2.5 months, four nosocomial cases of CPE were identified, three containing the KPC gene and one VIM gene. There was more than one month between the first and second KPC case, with no overlap in patient stay or rooms. Results The first two cases were identified while there was no CPE patient source on the unit. CPE KPC gene was isolated in sink drains of three different rooms. In addition to the rigorous infection control practices already in place due to the unique patient population, additional outbreak control measures were implemented. The burn centre restricted admissions to complex burns or burns >10% total body surface area, in consultation with the attending surgeon. No elective admissions were permitted. To avoid CPE exposure to new patients, initial admissions were rerouted to the emergency department and, if possible, the patient was admitted to another unit. Patient cohorting was implemented through nursing team separation for CPE positive and negative patients and geographical separation of CPE positive cases to one side of the unit. Conclusions Despite aggressive infection control measures already in place at our burn centre, there was hospital acquired CPE colonization/infection. Given there was CPE acquisition when there was no positive patients on the unit and CPE contaminated sinks of the same enzyme were identified, it suggests that hospital sink drains can become a potential source of CPE.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.022
Threshold uncertainty score0.044

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0020.001
Open science0.0010.002
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.067
GPT teacher head0.374
Teacher spread0.307 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

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Citations0
Published2021
Admission routes1
Has abstractyes

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