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S3393 Assessing the Epidemiology and Microbiology of Spontaneous Bacterial Peritonitis at a Canadian Institution. a Retrospective Analysis

2021· article· en· W3210947390 on OpenAlexaffabout
Michael Heer, Vladimir Marquez

Bibliographic record

VenueThe American Journal of Gastroenterology · 2021
Typearticle
Languageen
FieldMedicine
TopicLiver Disease and Transplantation
Canadian institutionsVancouver General HospitalUniversity of British Columbia
Fundersnot available
KeywordsMedicineSpontaneous bacterial peritonitisAntibiotic resistancePeritonitisCirrhosisAntibioticsInternal medicineEpidemiologyRetrospective cohort studyAscitic fluidSurgeryMicrobiologyAscites

Abstract

fetched live from OpenAlex

Introduction: Spontaneous bacterial peritonitis (SBP) is an infection of ascitic fluid that commonly occurs in patients with liver cirrhosis. Antibiotic prophylaxis is recommended for patients who are at high risk of developing SBP or to prevent a recurrent infection in patients previously diagnosed with SBP. However, much concern has risen regarding the changing landscape of the microbiology of SBP, antibiotic resistance patterns and the initiation and length of treatment. The microbiological characteristics of SBP are changing worldwide. The objectives of this study are to evaluate the changes to the epidemiology of the bacteria causing SBP in the West Coast of Canada and the appropriateness of the current treatment regimen with regards to local resistance patterns. Methods: The study conducted was a single center, retrospective chart review of patients diagnosed with spontaneous bacterial peritonitis at our center in Vancouver, Canada. Cases were identified retrospectively over a 10-year period ranging from Jan 1st, 2010 to Jan 31st, 2020. Clinical and laboratory and microbiological data were collected and calculated within 3 days of the diagnosis of SBP. Patient outcomes of infection were tracked. Results: From January 1st, 2010 to January 31st, 2020, 56 cases of spontaneous bacterial peritonitis were identified. Mean age was 59. 70% of patients were male, 30% were female. Ascitic fluid cultures were positive in 31 cases (56%) and negative in 25 cases (45%). The prevalence of microorganisms in ascitic fluid cultures in descending order were E. faecalis (16%), E. coli (12%), S. aureus (10%) and K. pneumoniae (4%). The prevalence of antibiotic resistance to vancomycin was 7.14%. Resistance rates for ceftriaxone and quinolones was 3.57% and for both pip-tazo and oxacillin was 1.79%. There was no resistance identified with TMP-SMX. Our study found a significant difference in length of hospital stay in patients with antibiotic resistance versus those without. Conclusion: Our study reveals that there are not any concerning rates of resistance seen with current antibiotic treatment of spontaneous bacterial peritonitis at our center. However, they provide insight into the regional epidemiological and microbiological trends of infection pertaining to our center and a basis for the ongoing monitoring of the effectiveness of antibiotic treatments for spontaneous bacterial peritonitis.

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)0.003
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 score0.110
Threshold uncertainty score0.221

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.008
Science and technology studies0.0020.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.000
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 head0.010
GPT teacher head0.269
Teacher spread0.259 · 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".

Quick stats

Citations0
Published2021
Admission routes2
Has abstractyes

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