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Record W2125232943 · doi:10.1089/bari.2014.0037

Examining the Barriers to Accessing Body Contouring Surgery: A Qualitative Study

2015· article· en· W2125232943 on OpenAlex
Carrol Zhou, Arash Azin, Ebaa Al‐Ozairi, Allan Okrainec, Raed Hawa, Sanjeev Sockalingam

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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueBariatric Surgical Practice and Patient Care · 2015
Typearticle
Languageen
FieldMedicine
TopicBody Contouring and Surgery
Canadian institutionsToronto Western HospitalUniversity Health NetworkUniversity of Toronto
Fundersnot available
KeywordsMedicineGrounded theoryBody contouringQualitative researchSurgeryGeneral surgeryWeight lossObesity

Abstract

fetched live from OpenAlex

Objectives: Only a fraction of post-bariatric patients who develop excess skin folds receive their desired body contouring surgery (BCS) to correct this complication. Our study aimed to explore all potential barriers to accessing BCS in a Canadian setting. Methods: Semi-structured interviews were conducted with 10 patients who have received either bariatric surgery and BCS or only bariatric surgery in order to achieve saturation of themes using grounded theory analysis. Results: Nine out of 10 interviewees reported having significant excess skin folds, and all nine of these patients reported a desire for BCS. The most frequently reported barrier was cost (n=9). Patients identified six additional barriers preventing access to BCS that were classified into two categories: patient barriers, which included fear of the surgery, others' perception of surgery, information seeking difficulties, and logistics of the surgery, and healthcare system barriers, which consisted of the prolonged wait time for BCS and lack of advocacy for patients. Conclusion: Despite the potential benefit of and strong desire for BCS for excess skin folds post-bariatric surgery, our study highlighted cost and several barriers beyond cost that influence patient access to this surgical procedure. This suggests reassessing strategies for more comprehensive post-bariatric care.

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)0.002
metaresearch head score (Gemma)0.010
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.181
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.077
GPT teacher head0.361
Teacher spread0.283 · 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