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Record W4410252520 · doi:10.1111/hae.70061

A Global Cross‐Sectional Database Study of Low Dose FVIII SHL Prophylaxis in Haemophilia A

2025· article· en· W4410252520 on OpenAlexaff
Dagmar M. Hajducek, Oceana Sinkovic, Pierre Chelle, Alfonso Iorio, Andrea N. Edginton

Bibliographic record

VenueHaemophilia · 2025
Typearticle
Languageen
FieldMedicine
TopicHemophilia Treatment and Research
Canadian institutionsMcMaster UniversityUniversity of Waterloo
FundersUniversitas Indonesia
KeywordsMedicineHaemophiliaLogistic regressionPer capitaHaemophilia ACross-sectional studyEnvironmental healthPopulationDescriptive statisticsGross national incomeDemographyQuartilePediatricsDeveloping countryInternal medicineConfidence intervalStatistics

Abstract

fetched live from OpenAlex

ABSTRACT Introduction Haemophilia treatment is costly and only 25% of patients receive adequate care. Although not optimal, Factor VIII (FVIII) low‐dose prophylaxis (LDP) may reduce annual joint bleeding rates. Understanding FVIII usage, collected through the Web‐Accessible Population Pharmacokinetic Service–Hemophilia (WAPPS‐Hemo) platform, and its association with Gross National Income per capita (GNI) and Universal Health Coverage index (UHCI) may provide insights in global disparities. Aims To provide insights in FVIII use to advocate for LDP in low‐income countries by providing: (i) statistical summary of FVIII usage, LDP prevalence, GNI and UHCI in WAPPS‐Hemo in 2017–2023; (ii) estimation of the relationship between LDP probability ( P LDP ) and GNI/UHCI for children (≤12 years) and adults; (iii) exploratory comparison of pharmacokinetics (PKs) across LDP/non‐LDP. Methods Descriptive statistics/graphical summaries for (i) and (iii), mixed‐effects logistic regression for (ii). Results Data from 6223 severe haemophilia patients (ages 0.1–92 years) showed that 18% and 32% of countries used ≤1% LDP infusions in children and adults. LDP prevalence rose annually, peaking at 7% for children and 14% for adults. GNI was found lower in LDP‐prevalent countries in children. In both children and adults, P LDP demonstrated an inverse association with GNI and UHCI. PK outcomes were similar across LDP status, except potentially for plasma‐derived products in children, however limited by sample size. Conclusion Underrepresentation of low‐resource countries in WAPPS‐Hemo underscores the financial challenges in haemophilia treatment. The association between GNI/UHCI and P LDP suggests cost‐driven adoption of LDP in low‐resource settings, especially in children. PK outcomes average similarities may facilitate LDP‐usage in WAPPS‐Hemo. Trial Registration NCT02061072, NCT03533504 (ClinicalTrials.gov)

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)0.002
metaresearch head score (Gemma)0.005
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 score0.014
Threshold uncertainty score0.028

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.003
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.033
GPT teacher head0.374
Teacher spread0.341 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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