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Record W2312781834 · doi:10.5414/cnp64055

Complete switch to darbepoetin in a hemodialysis unit

2005· article· en· W2312781834 on OpenAlexaff
Karen Shalansky, Jacek Jastrzebski

Bibliographic record

VenueClinical Nephrology · 2005
Typearticle
Languageen
FieldMedicine
TopicErythropoietin and Anemia Treatment
Canadian institutionsVancouver General Hospital
Fundersnot available
KeywordsMedicineDarbepoetin alfaHemodialysisSurgeryClinical endpointAnemiaInternal medicineUrologyRandomized controlled trial

Abstract

fetched live from OpenAlex

AIMS: In March 2003, our hemodialysis unit switched all patients from subcutaneous (s.c.) rHuEPO to intravenous (i.v.) darbepoetin. The primary outcome was to assess the efficacy of i.v. darbepoetin to maintain target serum hemoglobin (Hb) compared to s.c. rHuEPO. Secondary outcomes were to evaluate the manufacturer's recommend guidelines for conversion of rHuEPO to darbepoetin, and to assess the cost implications of darbepoetin therapy. METHODS: This was an 18-month open-label observational study of 95 hemodialysis patients. At the time of the switch to darbepoetin (baseline), data were collected retrospectively for six months and prospectively for 12 months, at three-month intervals. The first six months of darbepoetin therapy was considered a dose titration phase, thus, data were analyzed comparing two six-month periods: (-) six months to baseline (rHuEPO phase) and (+) 6-12 months (darbepoetin phase). Doses were titrated to a target Hb of 120-135 g/l. RESULTS: There was no significant difference in Hb between phases at any time point. Mean Hb ranged from 119.6-121.5 g/l for rHuEPO and 121.9-123.4 g/l for darbepoetin. The median darbepoetin dose remained stable throughout the analysis at 30 microg/week while the median dose of rHuEPO rose from 8,000 U/week at minus six months to 9,000 U/week at baseline. Median 12-month cost savings associated with the administration of darbepoetin were estimated at 212,000 dollars. The recommended darbepoetin dose from the manufacturer's conversion table was deemed too low for baseline rHuEPO doses above 17,000 U/week. A more simplified dose conversion nomogram was created. CONCLUSION: Darbepoetin was able to maintain similar serum Hb levels compared to rHuEPO at a substantially reduced cost.

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)0.003
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 score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0010.001
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 head0.076
GPT teacher head0.396
Teacher spread0.320 · 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

Citations23
Published2005
Admission routes1
Has abstractyes

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