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Record W2195870803 · doi:10.1111/vox.12353

Four‐factor prothrombin complex concentrates in paediatric patients – a retrospective case series

2015· article· en· W2195870803 on OpenAlexaff
T. Noga, Aisha Bruce, Hubert Blain, Susan Nahirniak

Bibliographic record

VenueVox Sanguinis · 2015
Typearticle
Languageen
FieldMedicine
TopicBlood Coagulation and Thrombosis Mechanisms
Canadian institutionsAlberta Health ServicesStollery Children's HospitalUniversity of Alberta HospitalAlberta Hospital EdmontonUniversity of Alberta
Fundersnot available
KeywordsPROTHROMBIN COMPLEXMedicineProthrombin complex concentrateSeries (stratigraphy)Retrospective cohort studyBlood coagulation factorsPediatricsSurgeryInternal medicineWarfarinCoagulation

Abstract

fetched live from OpenAlex

BACKGROUND: Four-factor prothrombin complex concentrates (PCCs) are human plasma-derived products containing coagulation factors II, VII, IX and X as well as proteins C and S. They are licensed in many countries for treatment of bleeding or urgent periprocedural prophylaxis in patients with acquired deficiency of prothrombin complex coagulation factors, typically in the setting of vitamin K antagonist (VKA) usage. Efficacy and safety have been established in the adult population, but there is little information in the literature regarding their use for these indications in the paediatric population. We report on our institution's experience with these products in paediatric patients over a five-year period. METHOD: A retrospective case series study was performed, whereby any patient aged 0-16 years who had received PCCs between 2009 and 2013 was identified. Details regarding patient demographics, indications, dose, relevant bloodwork, additional blood products used, adverse effects and general outcomes were obtained through chart and blood bank reviews. RESULTS: A total of sixteen patients were included in our study, fourteen of whom received PCCs in a perioperative setting. Eleven received product for VKA reversal. Significant improvements in PT INRs were observed in those patients who had timely bloodwork drawn. Five others received product for reasons not related to VKA use. One thrombotic event was detected a day following PCC infusion, but causation is uncertain. CONCLUSION: Within study limitations, when used for rapid reversal of VKAs, efficacy and safety of these products in a paediatric population appear to be similar to those reported in adults.

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 score0.002
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
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 head0.070
GPT teacher head0.296
Teacher spread0.225 · 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

Citations17
Published2015
Admission routes1
Has abstractyes

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