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Record W4417507605 · doi:10.1007/s12630-025-03048-5

The association of point-of-care coagulation testing with bleeding symptoms in patients with Ehlers–Danlos syndrome: an exploratory cross-sectional study

2025· article· en· W4417507605 on OpenAlexaff
Austin Lam, Nimish Mittal, M.S. Vinod, Keyvan Karkouti, Hance Clarke, Justyna Bartoszko

Bibliographic record

VenueCanadian Journal of Anesthesia/Journal canadien d anesthésie · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicConnective tissue disorders research
Canadian institutionsWomen's College HospitalUniversity of Toronto
Fundersnot available
KeywordsPlateletEtiologyCoagulationPlatelet aggregationAgonistCoagulation testingCoagulation system

Abstract

fetched live from OpenAlex

PURPOSE: Ehlers-Danlos syndromes (EDS) are a group of connective tissue disorders associated with an increased risk of bleeding. We examined the association between point-of-care (POC) testing parameters with bleeding history in a cohort cared for at the GoodHope EDS Clinic at Toronto General Hospital. METHODS: We conducted an exploratory cross-sectional study at the Toronto General Hospital GoodHope EDS Clinic, recruiting adult patients with a diagnosis of EDS from 27 April 2022 to 7 October 2024. Patients provided samples for rotational thromboelastometry (ROTEM) and functional platelet testing (PlateletWorks), and were administered the International Society on Thrombosis and Haemostasis Bleeding Assessment Tool (ISTH-BAT) to calculate the Bleeding Severity Score (BSS). The association between the BSS and POC parameters was examined using descriptive statistics and Spearman correlation analysis. RESULTS: We recruited 17 patients (hypermobile subtype, n = 10; classical subtype, n = 7). Clinically significant bleeding (BSS ≥ 4 in males; ≥ 6 in females) was reported in the majority (classical group, 86%; hypermobile group, 90%). Nine (53%) patients had major surgery or trauma at a median age of 23 (range, 8-39) yr. There were no significant abnormalities detected using ROTEM. Lower functional platelet percentages were observed in the hypermobile subgroup, with no association with BSS. CONCLUSIONS: Point-of-care functional platelet testing using aggregation in response to an exogenous collagen agonist may detect inherent platelet dysfunction in patients with hypermobile subtype. We did not detect any ROTEM parameter abnormalities that were associated with elevated BSS scores. This supports a multifactorial etiology of bleeding in this patient population.

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)0.003
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 score0.004
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.010
GPT teacher head0.250
Teacher spread0.240 · 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 abstractno

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