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Record W2904098594 · doi:10.1111/voxs.12455

Red cell transfusion thresholds in haematopoietic stem cell transplantation

2018· article· en· W2904098594 on OpenAlexafffund
Alan Tinmouth, Jason Tay

Bibliographic record

VenueISBT Science Series · 2018
Typearticle
Languageen
FieldMedicine
TopicHematopoietic Stem Cell Transplantation
Canadian institutionsUniversity of CalgaryOttawa HospitalUniversity of Ottawa
FundersCanadian Institutes of Health ResearchCanadian Blood Services
KeywordsMedicineHaematopoiesisTransplantationRandomized controlled trialHematologyStem cellInternal medicineHematopoietic stem cell transplantationClinical trialSurgery

Abstract

fetched live from OpenAlex

Red cell transfusions are part of the routine supportive care following haematopoietic stem cell transplantation. There is increasing evidence from randomized controlled trials demonstrating that restrictive transfusion thresholds are equivalent to liberal thresholds in other patient populations. However, given the lack of patient‐centred outcomes and the longer transfusion support required for patients with haematologic malignancies, the results of these trials may not be generalizable to haematology–oncology patients. In the recently completed multicentre TRIST trial, we randomized 300 patients requiring an autologous or allogeneic haematopoietic stem cell transplantation to either a restrictive (haemoglobin threshold <70 g/l) or liberal (haemoglobin threshold <90 g/l) red cell transfusion strategy. Our primary outcome was health‐related quality of life measured by FACT ‐ BMT through day 100 post‐transplant. The median number of red cell units transfused was lower in the restrictive strategy group (2 vs. 4). The FACT ‐ BMT total score was higher at all time points for patients in the restrictive transfusion group including at baseline (109 vs. 103) and at 100 days (116·3 vs. 109·2). After adjustment for baseline, the FACT ‐ BMT score at day 100 in the restrictive group was statistically non‐inferior to the liberal group ( P < 0·0001). There were no significant differences between the two groups for any other clinical outcomes. Based on the results of the TRIST trial, a restrictive haemoglobin threshold of 70 g/l should become standard practice in haematopoietic stem cell transplant patients, and, given the lack of other clinical studies, all other haematology–oncology inpatients.

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)0.001
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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.033
Threshold uncertainty score0.737

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.001
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 head0.016
GPT teacher head0.264
Teacher spread0.247 · 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 designBench or experimental
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

Citations1
Published2018
Admission routes2
Has abstractyes

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