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Record W4401849926 · doi:10.1097/pec.0000000000003228

Decreasing Invasive Urinary Tract Infection Screening in a Pediatric Emergency Department to Improve Quality of Care

2024· article· en· W4401849926 on OpenAlexaff
Felicia Paluck, Inbal Kestenbom, Gidon Test, Emma Carscadden, Olivia Ostrow

Bibliographic record

VenuePediatric Emergency Care · 2024
Typearticle
Languageen
FieldMedicine
TopicPediatric Urology and Nephrology Studies
Canadian institutionsHospital for Sick ChildrenUniversity of Toronto
Fundersnot available
KeywordsMedicineEmergency departmentUrinalysisUrineUrinary systemPDCAEmergency medicineUrinary catheterizationIntensive care medicineQuality managementInternal medicineNursing

Abstract

fetched live from OpenAlex

OBJECTIVES: Obtaining urine samples in younger children undergoing urinary tract infection (UTI) screening can be challenging in busy emergency departments (EDs), and sterile techniques, like catheterization, are invasive, traumatizing, and time consuming to complete. Noninvasive techniques have been shown to reduce catheterization rates but are variably implemented. Our aim was to implement a standardized urine bag UTI screening approach in febrile children aged 6 to 24 months to decrease the number of unnecessary catheterizations by 50% without impacting ED length of stay (LOS) or return visits (RVs). METHODS: After forming an interprofessional study team and engaging key stakeholders, a multipronged intervention strategy was developed using the Model for Improvement. A urine bag screening pathway was created and implemented using Plan, Do, Study Act (PDSA) cycles for children aged 6 to 24 months being evaluated for UTIs. A urine bag sample with point-of-care (POC) urinalysis (UA) was integrated as a screening approach. The outcome measure was the rate of ED urine catheterizations, and balancing measures included ED LOS and RVs. Statistical process control methods were used for analysis. RESULTS: During the 3-year study period from January 2019 to June 2022, the ED catheterization rate successfully decreased from a baseline of 73.3% to 37.7% and was sustained for approximately 2 years. Unnecessary urine cultures requiring microbiology processing decreased from 79.8% to 40.7%. The ED LOS initially decreased; however, it increased by 17 minutes during the last 8 months of the study. There was no change in RVs. CONCLUSION: A urine bag screening pathway was successfully implemented to decrease unnecessary, invasive catheterizations for UTI screening in children with only a slight increase in ED LOS. In addition to the urine bag pathway, an ED nursing champion, strategic alignment, and broad provider engagement were all instrumental in the initiative's success.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.068
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.026
GPT teacher head0.334
Teacher spread0.309 · 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 teacher head, not a consensus.

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".

Quick stats

Citations6
Published2024
Admission routes1
Has abstractyes

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