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Long-term complications of systemic lupus erythematosus

2002· review· en· W2132678730 on OpenAlexaboutno aff
Caroline Gordon

Bibliographic record

VenueBritish journal of rheumatology · 2002
Typereview
Languageen
FieldMedicine
TopicSystemic Lupus Erythematosus Research
Canadian institutionsnot available
Fundersnot available
KeywordsTerm (time)MedicineSystemic lupusDermatologyIntensive care medicineInternal medicineDiseasePhysics

Abstract

fetched live from OpenAlex

Systemic lupus erythematosus (SLE) is still a disease with significant mortality. Although 5 yr after diagnosis 92% of patients are alive, the prognosis falls to 82% survival at 10 yr, 76% at 15 yr and only 68% at 20 yr in Toronto w1x. There has been improvement in survival, with the standardized mortality ratio in patients recruited to the Toronto cohort in 1970–1977 being 10.1 (95% CI 6.5–15.0), compared with 3.3 (95% CI 1.8–5.7) for those recruited between 1986 and 1994 w2x. Data from other centres in the USA and Europe has been similar. Studies published around 1980 found that about 80% of patients survived 5 yr and about 60% of patients survived 10 yr. More recent studies have shown that 5-yr survival is now nearer 90–95% and that 70–85% of patients survive 10 yr w3x. In most studies, patients with renal involvement have had a poorer prognosis than those without renal disease. Nevertheless, survival has shown improvement in those with renal disease presenting to a UK centre between 1976 and 1986 (81% 10-yr survival), compared with those presenting between 1963 and 1975 (56% 10-yr survival) w4x. The commonest cause of death has been infection, both in early and late deaths w1, 3x. Active SLE contributes to about a third of early deaths but less commonly to late deaths. However, deaths related to acute and chronic vascular disease including sudden death are more common in those dying more than 5 yr after diagnosis. However, there is more to prognosis than just death. There is considerable morbidity associated with more prolonged survival after the diagnosis of SLE. Most physicians caring for lupus patients will be familiar with patients in whom active disease has resolved but the patients have suffered from symptoms related to the accumulation of chronic damage w5x. Both active disease and damage can be associated with impaired quality of life and reduced functional ability, although other factors such as the psycho-social background of the patient will affect a patient’s perception of their disease as well w6x. Having improved therapy for active lupus disease, the challenge is now to understand and prevent the long-term complications of this disease, whether they are due to effects of the disease itself, the therapies used, or co-morbid disease (perhaps with associated underlying disease mechanisms or linked genetic predisposition).

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.679
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0070.002
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.054
GPT teacher head0.343
Teacher spread0.289 · 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 designCase report
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

Citations84
Published2002
Admission routes1
Has abstractyes

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