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Record W2066774990 · doi:10.1093/ndt/gfi306

Looking backward: a review of the treatment of systemic lupus erythematosus in end-stage renal disease after a quarter of century

2005· review· en· W2066774990 on OpenAlexaboutno aff
Charles J. Diskin

Bibliographic record

VenueNephrology Dialysis Transplantation · 2005
Typereview
Languageen
FieldMedicine
TopicTransplantation: Methods and Outcomes
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineEnd stage renal diseaseQuarter (Canadian coin)Systemic diseaseLupus nephritisDiseaseStage (stratigraphy)Systemic lupus erythematosusLupus erythematosusIntensive care medicineInternal medicineDermatologyImmunology

Abstract

fetched live from OpenAlex

Sir, It has now been nearly a quarter of a century since we first reported that the activity of systemic lupus erythematosus (SLE) often becomes quiescent after progression to end-stage renal disease (ESRD) and that the survival rates of those patients were nearly identical to ESRD patients without SLE [1]. I suppose that is why it is so disheartening to read that, despite the great technological advances since our first report, Siu et al. [2] report a mortality rate of 4.3 times the rate of ESRD patients with chronic GN. How can this be? It may have been the demographics. Our patients were younger (28.1 vs 40.8 years), more likely to be women (28/5 vs 13/5), Caucasian, received more transplants (43 vs only 28%) and most notably only 2/28 of our patients underwent continuous ambulatory peritoneal dialysis (CAPD), which was just beginning to be recognized as a viable treatment for ESRD. Yet our patients were more anaemic since erythropoietin had not been discovered then. Similarly, our patients did not achieve the excellent KT/Vs that the patients of Dr Siu achieved. Furthermore, since there were no real differences in survival between CAPD, transplantation and haemodialysis in our data (Figure 1), the poor survival of Dr Siu's patients becomes even more striking. I cannot help wondering if the prolonged use of immunosuppression may have played a role. We were very aggressive in withdrawal from immunosuppression and indeed we found that only a small minority of patients (3/28) required any immunosuppression. That appears to be in stark contrast to the 16/18 patients who continued on immunosuppression in the report of Dr Siu, despite the fact that he reports that only half (9/18) were interpreted to show any disease activity. One of the purposes of our original report was to encourage the aggressive withdrawal of immunosupressants and I am puzzled by the rationale of continuing such immunosuppression in the absence of clinical disease. Although only one of their death cases was of an infectious nature (fungal peritonitis), the remainder were due to vascular complications, yet we now know that the quality and quantity of immunosuppression result in endothelial dysfunction [3], which promotes vascular disease and which may be responsible for the high incidence of graft coronary artery disease in transplants [4].

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)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.004
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0040.001
Bibliometrics0.0040.006
Science and technology studies0.0000.001
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0030.001

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 head0.020
GPT teacher head0.321
Teacher spread0.300 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations2
Published2005
Admission routes1
Has abstractno

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