MétaCan
Menu
Back to cohort
Record W7114783251 · doi:10.1016/j.cbpra.2025.12.002

Cognitive-Behavioral Treatment of Tomophobia (Fear of Medical Procedures) Using an Innovative, Virtual-Reality-Augmented Approach: A Case Study in a Patient With Breast Cancer

2025· article· en· W7114783251 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueCognitive and Behavioral Practice · 2025
Typearticle
Languageen
FieldPsychology
TopicMusic Therapy and Health
Canadian institutionsManitoba HealthCancerCare ManitobaUniversity of ManitobaUniversity of Regina
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsAnxietyBreast cancerPsychological interventionSession (web analytics)CognitionPatient satisfactionMEDLINECancer

Abstract

fetched live from OpenAlex

Most patients experience elevated anxiety prior to surgery; however, a subset of these individuals will present with clinically significant preoperative anxiety and meet criteria for tomophobia. Tomophobia is a subtype of Specific Phobia characterized by an intense fear of medical procedures, which can lead to avoidance of necessary, even lifesaving, interventions. Despite its clinical significance, research on tomophobia remains limited, and best-practice interventions are not well established. This case study illustrates a promising Cognitive Behavioral Therapy (CBT) approach that incorporates interdisciplinary care and innovative exposure methods using virtual reality (VR). The patient was a treatment-naïve middle-aged woman who was refusing necessary surgical care for breast cancer due to a fear of surgery (i.e., Specific Phobia, Blood-Injection-Injury Type). Assessment and treatment were delivered over 12 preoperative sessions with one postoperative follow-up session. Engagement in treatment resulted in functional improvements, including willingness to undergo surgery, and clinically significant reductions in the validated Severity Measure for Specific Phobia (intake score = 25; final preoperative session score = 7; postoperative session score = 5). This case study highlights how interdisciplinary care and VR can be integrated to systematically expose patients to typically inaccessible yet triggering environments, such as the operating room, providing useful guidance for clinicians treating tomophobia and significant preoperative anxiety.

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.

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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.607
Threshold uncertainty score0.989

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.184
GPT teacher head0.500
Teacher spread0.317 · 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