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Record W3091239812 · doi:10.1016/j.bbmt.2020.09.035

Acute Respiratory Failure Outcomes in Patients with Hematologic Malignancies and Hematopoietic Cell Transplant: A Secondary Analysis of the EFRAIM Study

2020· article· en· W3091239812 on OpenAlexaff
Laveena Munshi, Michaël Darmon, Márcio Soares, Peter Pickkers, Philippe R. Bauer, A.-P. Meert, Ignacio Martín‐Loeches, Thomas Staudinger, Frédéric Pène, Massimo Antonelli, Andreas Barratt‐Due, Alexandre Demoule, Victoria Metaxa, Virginie Lemiale, Fabio Silvio Taccone, Djamel Mokart, Élie Azoulay, Sangeeta Mehta

Bibliographic record

VenueTransplantation and Cellular Therapy · 2020
Typearticle
Languageen
FieldMedicine
TopicHematopoietic Stem Cell Transplantation
Canadian institutionsSinai Health SystemUniversity of Toronto
Fundersnot available
KeywordsMedicineInternal medicineTransplantationOdds ratioHematopoietic stem cell transplantationCohortCohort studyHematopoietic cellHaematopoiesisStem cell

Abstract

fetched live from OpenAlex

Patients with allogeneic hematopoietic cell transplantation (HCT) who develop acute respiratory failure (ARF) are perceived to have worse outcomes than autologous HCT recipients and non-transplant patients with hematologic malignancy (HM). Within a large international prospective cohort, we evaluated clinical outcomes in these 3 populations. We conducted a secondary analysis of the EFRAIM study, a multicenter observational study of immunocompromised adults with ARF admitted to 62 intensive care units (ICUs) in 16 countries. We described characteristics and compared outcomes of patients with HM who did not undergo transplantation and patients who underwent autologous or allogeneic HCT using multivariable logistic regression and propensity score-matched analyses. A total of 801 patients were included: 570 who did not undergo transplantation, 86 autologous HCT recipients and 145 allogeneic HCT recipients. Acute myelogenous leukemia (171 of 570; 30%) was the most common HM and most common indication for allogeneic HCT (76 of 145; 52%). Compared with the patients who did not undergo HCT and autologous HCT recipients, allogeneic HCT recipients were younger, had fewer comorbid conditions, and were more likely to undergo diagnostic bronchoscopy in the ICU. Unadjusted ICU and hospital mortality were 35% and 45%, respectively, across the entire cohort. In multivariable regression analysis, autologous HCT (odds ratio [OR], 1.07; 95% confidence interval [CI], .57 to 2.03; P = .82) and allogeneic HCT (OR, .99; 95% CI, .60 to 1.66; P = .98) were not associated with higher hospital mortality compared with the no-HCT cohort, adjusting for demographic, functional, clinical, malignancy, and ARF characteristics. The results were similar when analyzed using propensity score-matching techniques. Our findings indicate that autologous and allogeneic HCT recipients who develop ARF and require ICU admission have similar hospital mortality as patients with HM not treated with HCT.

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 score0.003
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.013
GPT teacher head0.227
Teacher spread0.215 · 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
Published2020
Admission routes1
Has abstractno

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