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Record W1967627740 · doi:10.1159/000080452

Darbepoetin Alfa Effectively Treats Anemia in Patients with Chronic Kidney Disease with de novo Every-Other-Week Administration

2004· article· en· W1967627740 on OpenAlexaff
Robert D. Toto, Vincent Pichette, Jesús Navarro, Robert Brenner, Wendi Carroll, Wei Liu, Simon D. Roger

Bibliographic record

VenueAmerican Journal of Nephrology · 2004
Typearticle
Languageen
FieldMedicine
TopicErythropoietin and Anemia Treatment
Canadian institutionsUniversity of AlbertaUniversité de Montréal
FundersAmgen
KeywordsDarbepoetin alfaMedicineKidney diseaseAnemiaErythropoietinHemoglobinInternal medicineGastroenterologyAdverse effectDialysisEpoetin alfaClinical endpointSurgeryClinical trial

Abstract

fetched live from OpenAlex

AIM: This multicenter, open-label study determined safety and efficacy of once-every-other-week administration of darbepoetin alfa for anemia of chronic kidney disease in erythropoietin-naive patients not on dialysis. METHODS: Participants with hemoglobin levels <11.0 g/dl at baseline were administered darbepoetin alfa at an initial dosage of 0.75 microg/kg once every other week. The dose was titrated to achieve and maintain a hemoglobin response, defined as a hemoglobin range of between 11.0 and 13.0 g/dl for up to 24 weeks. The primary end point was the dose of darbepoetin alfa at initial hemoglobin response. RESULTS: Six hundred and eight patients were enrolled, and 463 completed the study; 95% (95% confidence interval: 0.93, 0.97) of the patients who completed treatment achieved a hemoglobin response. The mean darbepoetin alfa dose at the time of response was 63.5 +/- (SD) 16.9 microg, and the mean time to hemoglobin response was 5.7 +/- (SD) 4.5 weeks. Oral iron therapy was administered to 60% and intravenous iron to 16% of the participants. Darbepoetin alfa was well tolerated, and adverse events were consistent with those expected in patients with chronic kidney disease. CONCLUSION: Darbepoetin alfa administered once every other week is effective and safe for achieving and maintaining target hemoglobin levels in anemic patients with chronic kidney disease.

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.005
GPT teacher head0.242
Teacher spread0.237 · 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 designNon-randomized trial
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

Citations65
Published2004
Admission routes1
Has abstractyes

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