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Dismantling applied tension: mechanisms of a treatment to reduce blood donation–related symptoms

2007· article· en· W2093676748 on OpenAlexaff
Blaine Ditto, Christopher France, Michael A. Albert, Nelson Byrne

Bibliographic record

VenueTransfusion · 2007
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicBlood donation and transfusion practices
Canadian institutionsMcGill University
Fundersnot available
KeywordsDonationMedicineFaintingNauseaMuscle tensionBlood donorRandomized controlled trialPhysical therapySurgeryAnesthesia

Abstract

fetched live from OpenAlex

BACKGROUND: Blood donation-related symptoms such as dizziness, nausea, and fainting are unpleasant for the donor and a significant disincentive for repeat donation. The muscle tensing technique of applied tension (AT) reduced symptoms in several studies. STUDY DESIGN AND METHODS: This study was a randomized controlled trial of different components of AT. A total of 1209 donors were randomly assigned to one of six conditions involving tension of different muscle groups or donation as usual. Dependent measures included a symptom questionnaire and whether or not the donor's chair was reclined to treat a reaction. RESULTS: Replicating previous findings, donors who practiced the "full" AT procedure reported significantly fewer symptoms, were less likely to require chair reclining, and rated their chances of giving blood again as greater than those in the donation-as-usual group. Of the component groups, donors who tensed only their lower body were most similar to the full-AT group. Upper-body tension in and of itself did not reduce symptoms though another condition involving upper body tension, which directed attention away from the arm with the needle in it had several significant effects. CONCLUSION: The positive effects of AT on blood donation outcome appear to be mediated primarily by lower-body tension though distraction also probably contributes to its impact.

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)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.017

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.000

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 head0.015
GPT teacher head0.240
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

Citations60
Published2007
Admission routes1
Has abstractyes

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