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Record W2988303146 · doi:10.1111/voxs.12531

Diagnosis and management of transfusion‐associated circulatory overload in adults and children

2019· article· en· W2988303146 on OpenAlexaff
France Gauvin, Nancy Robitaille

Bibliographic record

VenueISBT Science Series · 2019
Typearticle
Languageen
FieldMedicine
TopicBlood transfusion and management
Canadian institutionsHéma-QuébecUniversité de MontréalCentre Hospitalier Universitaire Sainte-Justine
Fundersnot available
KeywordsMedicineTachypneaIntensive care medicineIncidence (geometry)PopulationRespiratory distressIntensive care unitPediatricsEmergency medicineTachycardiaCardiologyAnesthesia

Abstract

fetched live from OpenAlex

Transfusion‐associated circulatory overload ( TACO ) is a severe transfusion adverse reaction that is associated with increased mortality and morbidity. The incidence of TACO in adults varies from 1% to 8%; the incidence in the paediatric population is variable according to the different studies. TACO usually occurs in patients who receive a large volume of blood product over a short period of time. It is more common in patients with known risk factors such as cardiovascular disease, renal failure and older or younger age. The typical presentation of TACO is respiratory distress (dyspnoea, tachypnea). Associated signs and symptoms are hypoxia, hypertension, tachycardia, positive fluid balance, high central venous pressure and acute or worsening pulmonary oedema on chest X‐ray. Echocardiography and measurement of brain natriuretic peptide is helpful for diagnosis. Several definition criteria have been proposed for TACO , but none are adapted for children, particularly critically ill children who are more at risk. In a recent study, the incidence of TACO was compared among paediatric intensive care unit patients using different definition criteria. TACO incidence varied from 1·5% to 76%, depending on the definition used. With such wide variability, conclusion was that a more operational definition of TACO is needed in paediatrics, particularly for critically ill children. Treatment for TACO is similar to that of any other cardiogenic pulmonary oedema: oxygen, diuresis and ventilatory support. Prevention is possible by avoiding unnecessary transfusions, transfusing only the necessary amount of blood product, avoiding rapid transfusions and using diuretics.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.016
Threshold uncertainty score0.299

Codex and Gemma teacher scores by category

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

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 head0.005
GPT teacher head0.223
Teacher spread0.218 · 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 teacher head, 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

Citations4
Published2019
Admission routes1
Has abstractyes

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