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Record W4412542279 · doi:10.1111/hdi.70011

Fatal Pulmonary Embolism Secondary to Heparin‐Induced Thrombocytopenia in Hemodialysis: A Case Study

2025· article· en· W4412542279 on OpenAlexvenueno aff
Yan Yang, Zibo Xiong, Yingying He, Aihong Wang, Xiaoyan Huang, Wei Liang

Bibliographic record

VenueHemodialysis International · 2025
Typearticle
Languageen
FieldMedicine
TopicHeparin-Induced Thrombocytopenia and Thrombosis
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineHemodialysisPulmonary embolismHeparinHeparin-induced thrombocytopeniaDialysisThrombosisHemodialysis CatheterDialysis catheterLow molecular weight heparinSurgeryComplicationVenous thrombosisCentral venous catheterPlatelet factor 4Internal medicineCatheter

Abstract

fetched live from OpenAlex

ABSTRACT Background Heparin and low‐molecular‐weight heparin (LMWH) are first‐line anticoagulants in hemodialysis but may trigger heparin‐induced thrombocytopenia (HIT), a severe immune‐mediated complication. Despite its clinical significance, HIT is often misdiagnosed early, increasing thromboembolic risks and mortality. Case Report We present a case of a 61‐year‐old male patient who developed HIT during initial hemodialysis. The patient exhibited recurrent catheter thrombosis, intermuscular venous thrombosis in the lower extremities, and progressive thrombocytopenia following LMWH administration during dialysis. The diagnosis was confirmed by IgG‐specific anti‐PF4/heparin antibody testing. Shortly after the last dialysis session, the patient developed acute dyspnea and chest pain. Computed tomography angiography of the chest revealed pulmonary embolism. Despite aggressive intervention, the patient's condition deteriorated rapidly, with platelet counts dropping to 5 × 10 9 /L, culminating in a fatal outcome. Conclusion The combination of dialysis catheter thrombosis and declining platelet counts constitutes an essential early diagnostic clue for HIT in hemodialysis patients, the recognition of which could prevent fatal thromboembolic complications.

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: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0030.001
Scholarly communication0.0020.002
Open science0.0010.002
Research integrity0.0050.002
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 head0.031
GPT teacher head0.334
Teacher spread0.303 · 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 designCase report
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

Citations2
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueHemodialysis InternationalSame topicHeparin-Induced Thrombocytopenia and ThrombosisFrench-language works237,207