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Record W4414611972 · doi:10.1136/bmjoq-2025-003484

Reducing surgical site infections in patients undergoing pancreatic resection: a quality improvement initiative

2025· article· en· W4414611972 on OpenAlexaff
Richard William Gilbert, Michelle Kwon, Muhammad Uzair Khalid, M. Bleszynski, Stephen W. Chung, Graziano Oldani, Maja Segedi, Mitchell Webb, Philemon Leung, Allison Mah, Megan O’Brien, Kristen M. Kidson, Stéphanie Chartier-Plante, Peter Kim

Bibliographic record

VenueBMJ Open Quality · 2025
Typearticle
Languageen
FieldMedicine
TopicPancreatic and Hepatic Oncology Research
Canadian institutionsVancouver General HospitalOttawa HospitalUniversity of British Columbia
Fundersnot available
KeywordsQuality managementSurgical site infectionDosingAntibioticsAntibiotic prophylaxisAntibacterial agentSurgical wound

Abstract

fetched live from OpenAlex

BACKGROUND: Surgical site infections (SSIs) represent a significant source of morbidity during pancreaticoduodenectomy. The use of piperacillin-tazobactam (pip-tazo) has been shown to significantly reduce the incidence of SSI in this patient population. We thus elected to perform a quality improvement (QI) project to reduce superficial and deep SSI rates by ensuring all patients received pip-tazo as antibiotic prophylaxis. METHODS: We collected baseline retrospective data on a historical cohort of patients undergoing pancreaticoduodenectomy or total pancreatectomy from 1 January 2022 to 31 December 2022. We then launched our QI project on 1 January 2023, consisting of a multidisciplinary team creation and numerous outreach activities. The project had two Plan, Do, Study, Act (PDSA) cycles and ran until April 2024. The Standards for Quality Improvement Reporting Excellence guidelines were used to report results. RESULTS: Baseline cohort data included 64 patients, with 32% receiving pip-tazo and 39% developing an SSI. During phase one of our QI project (1 January 2023-31 August 2023), 54 patients underwent surgery, 90.7% received pip-tazo and 27.8% developed an SSI. Those who had undergone preoperative biliary stenting had a higher SSI rate (46.9% vs 4.4%). We thus added a second SSI reduction measure to patients with biliary stents: the ringed wound protector. During the second phase of our QI project (1 September 2023-1 April 2024), 51 patients underwent surgery, 98.0% received pip-tazo and 65.0% had a wound protector placed. SSI rates in this group were 9.8%. CONCLUSION: We describe a QI project whereby we increased the rates of correct antibiotic dosing in patients undergoing pancreatectomy to 98.0%. Although pip-tazo reduced SSI rates, the addition of a ringed wound protector in patients at high risk further reduced rates of SSI. We thus suggest the use of pip-tazo and ringed wound protectors as an effective strategy to reduce SSI rates in patients undergoing pancreatectomy.

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)0.005
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation 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 score0.085
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
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 head0.141
GPT teacher head0.506
Teacher spread0.365 · 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.

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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