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Record W1995949395 · doi:10.1159/000104431

Costs Associated with Erythropoiesis-Stimulating Agent Administration to Hemodialysis Patients

2007· article· en· W1995949395 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueNephron Clinical Practice · 2007
Typearticle
Languageen
FieldMedicine
TopicErythropoietin and Anemia Treatment
Canadian institutionsPrograms for Assessment of Technology in Health Research InstituteMcMaster UniversitySt. Joseph’s Healthcare HamiltonAmgen (Canada)
Fundersnot available
KeywordsMedicineDosingEpoetin alfaHemodialysisAnemiaErythropoietinDarbepoetin alfaErythropoiesisInternal medicineSurgery

Abstract

fetched live from OpenAlex

BACKGROUND: Treatment of anemia in hemodialysis patients usually requires the use of expensive erythropoietic proteins. Cost analyses usually focus on drug acquisition costs. Other costs associated with anemia therapy include resources for anemia monitoring as well as preparation and administration of an erythropoiesis-stimulating agent. METHODS: The nonacquisition costs associated with subcutaneous administration of epoetin alfa were determined in a Canadian hemodialysis unit. A time-and-motion technique was used to determine the nursing time for preparation and administration. Fixed anemia costs were inventory control, monitoring, blood sampling, and laboratory analysis. Variable costs were those which varied with dosing frequency. The costs are expressed in Canadian dollars (2005). RESULTS: The mean time associated with preparation and administration was 3.2 min/injection. The annual nonacquisition per patient cost was CAD 2,290.04. Fixed costs were CAD 1,946.01, while the variable costs were CAD 344.03/year. Sensitivity analysis showed a decrease in cost to CAD 1,611.34, if iron monitoring were decreased from monthly to 3 monthly, and to CAD 2,090.66, if patients were converted to less frequent dosing using darbepoetin alfa. CONCLUSIONS: The nonacquisition costs associated with anemia therapy in hemodialysis patients are considerable. Less frequent monitoring of iron therapy and less frequent dosing could decrease costs by CAD 678.40 and CAD 199.38/patient/year, respectively.

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.

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)0.002
metaresearch head score (Gemma)0.014
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.252
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.044
GPT teacher head0.405
Teacher spread0.361 · 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