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Record W4397025057 · doi:10.1681/asn.20203110s150a

Variation in Peritoneal Dialysis-Related Peritonitis Outcomes and Treatment Practices: Results from the Peritoneal Dialysis Outcomes and Practice Patterns Study

2020· article· en· W4397025057 on OpenAlexaffabout
Muthana Al Sahlawi, Keith McCullough, Ronald L. Pisoni, Douglas S. Fuller, Junhui Zhao, Neil Boudville, Yasuhiko Ito, Talerngsak Kanjanabuch, Sharon J. Nessim, Isaac Teitelbaum, David W. Johnson, Graham Woodrow, Jeffrey Perl

Bibliographic record

VenueJournal of the American Society of Nephrology · 2020
Typearticle
Languageen
FieldMedicine
TopicDialysis and Renal Disease Management
Canadian institutionsMcGill UniversityJewish General HospitalUniversity of TorontoSt. Michael's Hospital
Fundersnot available
KeywordsPeritoneal dialysisPeritonitisMedicineIntensive care medicineDialysisInternal medicine

Abstract

fetched live from OpenAlex

Background: Peritoneal dialysis (PD)-associated peritonitis is a leading cause of technique failure and transition to hemodialysis. In the Optimizing Peritonitis Prevention in The United States (OPPUS) study, we explored the impact of various patient, facility and treatment factors on the likelihood of cure following a peritonitis episode. Methods: Using Peritoneal Dialysis Outcomes and Practice Patterns Study phase 1 (2014-2017) data from Australia and New Zealand, Canada, Japan, Thailand, the UK, and the US, cure was defined as the absence of a peritonitis relapse or recurrence, PD catheter removal, transition to hemodialysis or death during the 50 days following a peritonitis episode. Multivariable logistic regression was used to test associations between cure and patient, facility, and treatment characteristics. Results: We identified 1677 peritonitis episodes in 1190 patients across 126 facilities. Overall, 63% of episodes resulted in a cure. Cure was associated with APD (OR v. CAPD=1.35, 95% CI 1.02-1.80), higher serum albumin (OR=1.04 per 0.1 g/dL, 95% CI=1.01, 1.06), facility icodextrin use (OR=1.06 per 10% greater icodextrin use, 95% CI = 1.01-1.12), and aminoglycoside use for Gram-negative peritonitis (OR v. ceftazidime=3.10, 95% CI=1.02, 9.36). Prior peritonitis (OR v. no prior peritonitis episodes during follow-up=0.84, 95% CI=0.74, 0.97) and concomitant exit-site infection (OR= 0.42, 95% CI=0.28, 0.63) were associated with lower cure odds. Higher odds of peritonitis relapse were seen among patients with greater residual urine volume (OR= 1.14 per 200 ml, 95% CI=1.07, 1.22). Conclusions: Different characteristics and management practices can impact the likelihood of cure following a peritonitis episode. Our findings can inform future guidelines in addressing the effect of different modifiable patient, facility, and treatment factors on reducing morbidity associated with PD peritonitis. Funding: Other NIH Support - Agency for Healthcare Research and Quality (AHRQ)

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)0.003
metaresearch head score (Gemma)0.010
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 score0.014
Threshold uncertainty score0.028

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.003
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.032
GPT teacher head0.319
Teacher spread0.287 · 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
Published2020
Admission routes2
Has abstractyes

Explore more

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