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Record W4412094556 · doi:10.1186/s43094-025-00841-3

Extended stability of bivalirudin in intravenous solutions

2025· article· en· W4412094556 on OpenAlexafffund
Sherif Hanafy Mahmoud, Forugh Sanaee, Lindsay M. Ryerson, Mary Bauman, Yvonne Rees, Elona Turley, Rashid Alobaidi, Marcel Romanick, Afsaneh Lavasanifar

Bibliographic record

VenueFuture Journal of Pharmaceutical Sciences · 2025
Typearticle
Languageen
FieldMedicine
TopicHeparin-Induced Thrombocytopenia and Thrombosis
Canadian institutionsAlberta Health ServicesUniversity of Alberta HospitalAlberta Hospital EdmontonUniversity of Alberta
FundersUniversity of AlbertaFaculty of Medicine and Dentistry, University of AlbertaAlberta Precision Laboratories
KeywordsBivalirudinStability (learning theory)Computer scienceMathematicsMedicineInternal medicineMachine learning

Abstract

fetched live from OpenAlex

Abstract Background Bivalirudin is the preferred anticoagulant for pediatric ventricular assist device (VAD) patients. The manufacturer only permits the diluted drug to be used for 24 h once mixed with the sterile solutions. Most infants on VAD require much less than a single infusion bag in 24 h and any remaining infusion at 24 h must be discarded, resulting in increased medication waste and health care costs. The objective of this study was to examine the effect of storage containers and temperature on the stability and activity of intravenous (IV) bivalirudin solutions. Results Diluted bivalirudin (AngioMax®) IV solutions (1 and 5 mg/mL in dextrose 5% in water) were prepared in bags and syringes and stored at room temperature and at 2–8 °C. Bivalirudin concentrations were determined at different time points. Bivalirudin activity was determined by assessing its anticoagulating effect on human plasma via partial thromboplastin time (PTT) prolongation. Results suggest that a compounded bivalirudin infusion solution maintains its therapeutic activity and stability at room temperature for up to 48 h. Conclusions Data suggest that bivalirudin solutions in dextrose 5% in water and protected from light are potentially stable at room temperature for up to 48 h. Further studies are needed to confirm our study findings.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.525
Threshold uncertainty score0.407

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
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 head0.095
GPT teacher head0.408
Teacher spread0.313 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
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

Citations0
Published2025
Admission routes2
Has abstractyes

Explore more

Same venueFuture Journal of Pharmaceutical SciencesSame topicHeparin-Induced Thrombocytopenia and ThrombosisFrench-language works237,207