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Record W2165850969 · doi:10.1093/ndt/gfq373

Home dialysis is a successful strategy in nonrenal solid organ transplant recipients with end-stage renal disease

2010· article· en· W2165850969 on OpenAlexaff
T. Cornelis, Julien Rioux, Joanne M. Bargman, Christopher T. Chan

Bibliographic record

VenueNephrology Dialysis Transplantation · 2010
Typearticle
Languageen
FieldMedicine
TopicRenal Transplantation Outcomes and Treatments
Canadian institutionsUniversity Health Network
Fundersnot available
KeywordsMedicineDialysisInterquartile rangePeritoneal dialysisEnd stage renal diseaseKidney diseaseTransplantationInternal medicineCohortHemodialysisSurgeryNephrologyKidney transplantation

Abstract

fetched live from OpenAlex

BACKGROUND: Chronic kidney disease (CKD) is a common complication of solid organ transplantation with a substantial risk of progression to end-stage renal disease (ESRD). The impact of dialysis modality on morbidity and mortality is unknown in these patients. The aim of the present analysis was to describe our experience with home dialysis [peritoneal dialysis (PD) and home haemodialysis (HHD)] to assess the feasibility of this modality in patients who developed ESRD after nonrenal solid organ transplant (NRSOT). METHODS: A retrospective observational cohort study with consecutive patients initiated on home dialysis after NRSOT from 2000 to 2009 was conducted. We collected data on patient demographics, laboratory parameters and blood pressure as well as clinical adverse events using our electronic clinical database. RESULTS: Between 2000 and 2009, 25 patients [median age, 56 years; interquartile range (IQR), 43-65 years] initiated home dialysis. Ten patients started HHD and 15 patients initiated PD. The types of NRSOT were liver (n = 11), heart (n = 8), lung (n = 5) and heart-lung (n = 1). The median vintage of NRSOT at the time of dialysis initiation was 8.7 years (IQR, 6.3-11.4 years). The median home dialysis follow-up was 24 months (IQR, 15-53 months). The median values of blood pressure, phosphate, calcium, parathyroid hormone and haemoglobin were within the K/DOQI targets. The hospitalization and infection rates were 1 episode every 22 and 29 patient-months, respectively. Three patients switched to in-centre conventional HD during follow-up and eight patients died. CONCLUSIONS: . Home dialysis (PD and HHD) is a feasible and sustainable modality for patients with ESRD after NRSOT. Home dialysis offers several potential benefits, such as improved haemodynamic and metabolic control, which may be important in the NRSOT population. Home dialysis in patients who develop ESRD after NRSOT should be actively considered for this cohort.

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)0.002
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 score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.012
GPT teacher head0.276
Teacher spread0.264 · 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

Citations13
Published2010
Admission routes1
Has abstractyes

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