MétaCan
Menu
Back to cohort
Record W2598944793 · doi:10.1111/hdi.12560

The available intravenous iron formulations: History, efficacy, and toxicology

2017· review· en· W2598944793 on OpenAlexvenueno aff
Michael Auerbach, Iain C. Macdougall

Bibliographic record

VenueHemodialysis International · 2017
Typereview
Languageen
FieldMedicine
TopicErythropoietin and Anemia Treatment
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineIron sucroseFerumoxytolIntravenous ironAnemiaHemodialysisAdverse effectSurgeryIntensive care medicineInternal medicineIron deficiency

Abstract

fetched live from OpenAlex

A number of intravenous iron formulations have been developed over the past 65 years which rely on dextran or other compounds to prevent uncontrolled release of free iron to the circulation. High molecular weight dextran was associated with a number of serious adverse reactions and was removed from markets worldwide in 2009. The preponderance of published evidence suggests that the formulations of parenteral iron currently available in the United States, including low molecular weight iron dextran, are all safe and effective and there are no major, clinically important differences among them in terms of either efficacy or safety. For patients with chemotherapy induced anemia or with anemia of end stage renal disease who are being treated with hemodialysis, it is reasonable to use any of the iron formulations, including iron sucrose and ferric gluconate, as frequent patient encounters with health caregivers are a routine part of care and the need to administer multiple low doses of IV iron is not a major disadvantage. However, a single infusion of a total iron dose is as effective and safe when giving iron preparations containing low molecular weight iron dextran, ferumoxytol, iron isomaltoside, or ferric carboxymaltose. Use of a single total dose infusion results in a decreased number of intravenous infusions with a lower cumulative risk for infusion reactions or extravasations, a reduced need for multiple office visits and repeated utilization of medical staff, and increased convenience for physicians and patients.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.969
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 integrity0.0000.000
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 head0.090
GPT teacher head0.358
Teacher spread0.268 · 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 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

Citations157
Published2017
Admission routes1
Has abstractyes

Explore more

Same venueHemodialysis InternationalSame topicErythropoietin and Anemia TreatmentFrench-language works237,207