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Record W2071124633 · doi:10.1159/000180605

Management of Peritonitis and Bowel Perforation During Chronic Peritoneal Dialysis

2008· article· en· W2071124633 on OpenAlexaff
Jack Rubin, D.G. Oreopoulos, T.T. Lio, Raymond Mathews, G. A. de Veber

Bibliographic record

Venue˜The œNephron journals/Nephron journals · 2008
Typearticle
Languageen
FieldMedicine
TopicDialysis and Renal Disease Management
Canadian institutionsToronto Western Hospital
Fundersnot available
KeywordsMedicinePeritoneal dialysisPeritonitisBowel perforationPerforationGastroenterologyInternal medicineComplicationSurgery

Abstract

fetched live from OpenAlex

Peritonitis and bowel perforation are the most serious conditions of peritoneal dialysis. This paper reports our experience with these two complications among 87 patients who were admitted to our porgram during a 3.5-year period and were treated with chronic peritoneal dialysis for periods up to 38 months (average 9 months). Approximately 6,000 dialyses were performed. Peritonitis occurred seven times in six patients (0.1%) and five patients had six episodes of bowel perforation (0.1%). All patients were successfully managed with conservative treatment, consisting of continuous peritoneal dialysis and intraperitoneal and systemic antibiotics. Careful aseptic technique seems to be the only necessary factor in prevention of 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 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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.823
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.019
GPT teacher head0.270
Teacher spread0.252 · 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

Citations71
Published2008
Admission routes1
Has abstractyes

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