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Record W2911035440 · doi:10.1182/blood-2018-99-112997

Urgent Management of Bleeding in Immune Thrombocytopenia: Towards a Standardized Protocol in the Emergency Department

2018· article· en· W2911035440 on OpenAlexaffabout
Siraj Mithoowani, Andrea Cervi, Nishwa Shah, Resham Ejaz, Rebecca Barty, Na Li, Ishac Nazy, Donald M. Arnold

Bibliographic record

VenueBlood · 2018
Typearticle
Languageen
FieldMedicine
TopicPlatelet Disorders and Treatments
Canadian institutionsSickKids FoundationHospital for Sick ChildrenCanadian Blood ServicesUniversity of TorontoMcMaster University
Fundersnot available
KeywordsMedicineInterquartile rangeEmergency departmentRetrospective cohort studyPediatricsCohortGastrointestinal bleedingImmune thrombocytopeniaSurgeryInternal medicinePlatelet

Abstract

fetched live from OpenAlex

Abstract Background Severe bleeding is a rare but serious complication of immune thrombocytopenia (ITP). A standard approach to treatment is lacking and the delivery of emergency care is often disjointed. The objective of this study was to describe 1) the treatments and outcomes of ITP patients who present to the emergency department (ED) with severe thrombocytopenia and bleeding; and 2) predictors of worsening bleeding or death among ITP patients presenting to the ED. Methods We did a retrospective cohort study of all patients with ITP who presented to the ED with severe thrombocytopenia (platelet count <20 x109/L) and bleeding in 4 academic hospitals affiliated with McMaster University in Hamilton, Canada between January 2008 and April 2016. Patients were followed from arrival to the ED until 10 days after hospital admission, discharge or death. We extracted demographic data, bleeding symptoms at presentation, all ITP treatments administered, new or worsening bleeding, thrombosis and mortality. Bleeding was graded using the ITP Bleeding Score. We defined major bleeding as intracranial hemorrhage (ICH), pulmonary bleeding, or gross gastrointestinal bleeding (GIB). We summarized the results descriptively by frequencies (percentage), and medians (interquartile range [IQR]). Ethics approval was obtained from the Hamilton Integrated Research Ethics Board. Funding was provided by the Platelet Disorder Support Association. Results We identified 110 patients who presented to the ED (n=139 ED visits) with platelets <20 x109/L and bleeding. Median age was 59 years (IQR: 38-74) and 57% were female. For 63 patients (57%), this was their initial presentation of ITP; for the remaining 47 patients, 36% had previously been treated for ITP and had received a median of 3 (IQR: 2-4) ITP therapies. Twenty-eight patients presented to the ED with major bleeding; the remaining 82 patients had ED visits with minor bleeding only. There were 31 ED visits with major bleeding at presentation including GIB (n=23 visits), ICH (n=4), pulmonary hemorrhage (n=3) and GIB plus ICH (n=1). Median platelet count among patients with major bleeding was 3 x109/L (IQR: 3-8 x109/L). Patients received a median of 3 ITP therapies (IQR: 2-4) after presentation to the ED, including intravenous immune globulin (IVIG; 90% of visits), corticosteroids (77% of visits), platelet transfusions (74% of visits), and romiplostim (3% of visits). Median time from ED presentation to first treatment was 7.6 (4.5-9.5) hours. Treatment for bleeding was initiated by Internal Medicine or Hematology consultants in 19/31 visits (61%) or Emergency Department physicians in 12/31 visits (39%). One patient developed arterial thrombosis and 2 patients died, both from bleeding. There were 6 patients who initially presented to the ED with minor bleeding but who subsequently developed major bleeding after a median of 2 days (range: 1-7). All 6 patients had oral purpura and 4 had frank hematuria before or coincident with the development of major bleeding. Conclusions Management of ITP-associated bleeding in the ED consisted mostly of IVIG, corticosteroids and platelet transfusions. Time to first ITP treatment was greater than 7 hours from ED presentation. Oral purpura and hematuria were associated with the development of new or worsening bleeding. A standardized protocol for the management of ITP bleeding in the ED would help identify patients at risk for new or worsening bleeding, and improve health care delivery by making appropriate treatments available in a timely manner. Disclosures Arnold: Amgen: Consultancy, Research Funding; UCB: Consultancy; UCB: Consultancy; Amgen: Consultancy, Research Funding; Bristol Myers Squibb: Research Funding; Novartis: Consultancy, Research Funding; Bristol Myers Squibb: Research Funding; Novartis: Consultancy, Research Funding.

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)0.119
metaresearch head score (Gemma)0.090
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: Protocol · Consensus signal: Protocol
Teacher disagreement score0.119
Threshold uncertainty score0.628

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.1190.090
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0060.005
Science and technology studies0.0030.003
Scholarly communication0.0070.006
Open science0.0040.009
Research integrity0.0020.006
Insufficient payload (model declined to judge)0.0030.002

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 head0.024
GPT teacher head0.326
Teacher spread0.302 · 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
GenreProtocol

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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Citations0
Published2018
Admission routes2
Has abstractyes

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