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Record W4400802474 · doi:10.1055/s-0044-1788567

Laboratory Diagnostics for Thrombosis and Hemostasis Testing—Part III

2024· review· en· W4400802474 on OpenAlexaff
Kristi J. Smock, Karen A. Moffat

Bibliographic record

VenueSeminars in Thrombosis and Hemostasis · 2024
Typereview
Languageen
FieldMedicine
TopicVenous Thromboembolism Diagnosis and Management
Canadian institutionsMcMaster UniversityHamilton Regional Laboratory Medicine Program
Fundersnot available
KeywordsHemostasisMedicineThrombosisSurgery

Abstract

fetched live from OpenAlex

Welcome to the third themed issue of Seminars in Thrombosis and Hemostasis focused on the topic of laboratory diagnostics. This issue includes several comprehensive reviews that dive into important aspects of hemostasis/thrombosis testing and an original research article addressing diagnostic algorithms for heparin-induced thrombocytopenia (HIT). As the issue publishes in 2024 and is the last issue slated for a 2024 issue, there is additional content. The issue starts with several editorials, one announcing the latest round of Eberhard F. Mammen Young Investigator Award winners,[ 1 ] and the second announcing the journal's latest impact factor as well as several other journal metrics.[ 2 ] Specific issue content follows, with the first review of this issue from Bahraini et al, exploring laboratory diagnosis of activated protein C resistance and factor V Leiden; this review details technical aspects of the methodologies used, emphasized in informative figures, as well as approaches for resolving challenges such as genotype–phenotype discrepancy.[ 3 ] In the next manuscript, Reilly-Stitt and colleagues address internal quality control in hemostasis assays, where they report results of survey data from participants in the UKNEQAS (United Kingdom National External Quality Assessment Scheme) for Blood Coagulation.[ 4 ] The survey questions and responses help the reader understand best practices, but also highlight the between-laboratory variability that exists and opportunities for improvement. The third contribution in this issue, written by Gosselin and other laboratory experts representing the International Council for Standardization in Haematology, also highlights quality practices.[ 5 ] They address the practical topic of new lot verification of coagulation reagents, calibrators, and controls, an area where additional standardization would benefit the field. Our fourth review provides an important spotlight on the variable performance of lupus anticoagulant testing using Australasian external quality assessment (EQA) data from the Royal College of Pathologists of Australasia Quality Assurance Programs.[ 6 ] In this manuscript, Favaloro and colleagues show the most commonly used methods for lupus anticoagulant detection and the degree of numerical result variability between laboratories. However, the data also show that despite this variability, laboratory qualitative classification is less variable, at least for the clearly positive and clearly negative samples distributed by this EQA program. Laboratory pearls and pitfalls of measuring direct oral anticoagulants (DOACs) is the focus of the next manuscript.[ 7 ] Prepared by Lippi and Favaloro, their guidance summarizes screening and quantitative tests for DOAC medications and potential streamlined laboratory strategies. An important point is that routine coagulation tests such as the prothrombin time and activated partial thromboplastin time (aPTT) are not sensitive enough to exclude low drug concentrations that may be relevant in high bleeding risk procedures. The sixth contribution in this issue of the journal is an original research article addressing the crucial topic of laboratory testing for HIT using automated rapid immunoassays.[ 8 ] In the manuscript, Bissola et al summarize the performance characteristics, such as sensitivity and specificity and predictive value, of this assay class when multiple tests are used in combination (either simultaneous or sequential). Based on their data, they recommend simultaneous performance of a latex immunoassay and chemiluminescent immunoassay to achieve the best performance. Due to a low rate of false-negative results with this approach, they continue to recommend confirmatory functional assays in certain result scenarios. Moving back to state-of-the art reviews, Moore then shows us how thrombophilia testing continues to be less than straightforward.[ 9 ] He begins with a thorough discussion of thrombophilia risk factors, including rare but important variants. A key take-home point is that no single phenotypic test will identify all variants and unfortunately some variants may give normal or equivocal results in all phenotypic tests performed, necessitating a high degree of clinical suspicion to continue seeking a diagnosis. Genotyping, although not widely performed in clinical practice, may be the only way to identify certain thrombophilic defects. The last two manuscripts to be included in the themed portion of this issue offer insights into the monitoring of important anticoagulant and hemostatic therapies. Arachchillage and Kitchen first tackle the issue of heparin monitoring, including a discussion of heparin properties that includes unique and interesting anti-inflammatory properties.[ 10 ] Both laboratorians and non-laboratorians will value their discussion of aPTT versus anti-Xa testing for heparin, which is not always a clear-cut choice. In the final contribution to the issue, Kershaw provides strategies for performing coagulation testing, such as factor assays, in the presence of the novel hemostatic agent emicizumab (and other emerging novel agents).[ 11 ] The information on how to measure/monitor these agents, and their impacts on unrelated assays, is a welcome addition to the laboratory knowledge base. In summary, we are excited to present this laboratory-centric issue of Seminars in Thrombosis and Hemostasis and hope our readers will enjoy reading the content covering important modern issues in hemostasis/thrombosis testing. However, as noted at the beginning of this Preface, as this issue publishes in 2024, we are including the re-publication of a historical paper, as well as an accompanying Commentary. In this issue, we are pleased to include the re-publication of a review on platelet physiology from the authorship team of Gremmel, Frelinger, and Michelson.[ 12 ] [ 13 ] Fittingly, the same team (plus some) have provided the accompanying Commentary.[ 14 ] Publication History Article published online: 19 July 2024 © 2024. Thieme. All rights reserved. Thieme Medical Publishers, Inc. 333 Seventh Avenue, 18th Floor, New York, NY 10001, USA

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: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.006
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0030.001
Bibliometrics0.0060.004
Science and technology studies0.0000.001
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0060.004

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 head0.122
GPT teacher head0.392
Teacher spread0.271 · 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 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".

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Citations3
Published2024
Admission routes1
Has abstractno

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