MétaCan
Menu
Back to cohort
Record W4403017181 · doi:10.1016/j.adro.2024.101640

Impacts of Intrafraction Virtual Reality-Based Environment Modification on Procedural Anxiety, Heart Rate, and Overall Radiation Therapy Experience During External Beam Radiation Therapy

2024· article· en· W4403017181 on OpenAlexaff
Conley Kriegler, Brock Debenham, Michael Piva, Michelle Bernardo, Amanda Bylhouwer, Tina Karim, Yiming Michael Zhu, Giselle Tucker Belliveau, Benjamin Merrick, Mustafa Al Balushi

Bibliographic record

VenueAdvances in Radiation Oncology · 2024
Typearticle
Languageen
FieldPsychology
TopicMusic Therapy and Health
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsMedicineExternal beam radiotherapyRadiation therapyAnxietyMedical physicsBeam (structure)RadiologyOpticsPsychiatry

Abstract

fetched live from OpenAlex

Purpose Procedural anxiety of cancer treatments may negatively impact patients and treatments. Mindfulness-promoting environment modification with virtual reality (VR) is increasingly used across medicine to minimize procedural anxiety. We aimed to assess the impacts of intrafraction mindfulness-promoting VR use during external beam radiation therapy (EBRT) on radiation therapy experience and physiological measures of distress. Methods and Materials Adult patients receiving EBRT between May and October 2023 at our institution without contraindications to wearing VR were eligible. Participants had heart rates recorded before and after EBRT and completed a post-EBRT survey for 1 treatment without intervention, and 1 using VR. Participants completed the Radiotherapy Experience Questionnaire and additional questions regarding VR. Quantitative data were compared between conditions using paired samples t test. Results Fifty-two participants completed the project. Between pre- and post-EBRT, a significant decrease in heart rate with VR was noted (80.35 bpm vs 71.79 bpm; P < .0001*), but not in the control condition (78.90 bpm vs 78.10 bpm; P = .44). Post-EBRT heart rate was significantly lower with VR than without (71.79 bpm vs 78.10 bpm; P < .01*). Radiotherapy Experience Questionnaire responses showed participants had significantly lower situational unease (1.46 vs 2.02; P < .001*), a more beneficial situational response (1.55 vs 2.12; P < .01*), and improved environment acceptance (1.30 vs 1.60; P < .01*) when using VR. Most endorsed VR as comfortable (94%), improved treatment experience (86%), and would recommend it to others (86%). Conclusions We report the first evidence of the impacts of intrafraction mindfulness-promoting VR use during EBRT. Physiological measures of distress and patient perspectives suggest that VR can minimize procedural anxiety, is well tolerated, and improves the overall treatment experience. Further research should explore modifying this tool for patients unable to wear headsets and determining where the most clinically significant benefits can be found.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.893
Threshold uncertainty score0.883

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.029
GPT teacher head0.387
Teacher spread0.358 · 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

Citations1
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueAdvances in Radiation OncologySame topicMusic Therapy and HealthFrench-language works237,207