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Record W3175210896 · doi:10.1111/pde.14656

Psychosocial impact of epidermolysis bullosa on patients: A qualitative study

2021· article· en· W3175210896 on OpenAlex
Nimrita Sangha, A. Nikolas MacLellan, Elena Pope

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

VenuePediatric Dermatology · 2021
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicSkin and Cellular Biology Research
Canadian institutionsUniversity of TorontoHospital for Sick Children
Fundersnot available
KeywordsPsychosocialEpidermolysis bullosaMedicineQuality of life (healthcare)AbsenteeismQualitative researchClinical psychologyPsychiatryNursingPsychologyDermatology

Abstract

fetched live from OpenAlex

BACKGROUND: Epidermolysis bullosa (EB) is an inherited disorder that results in painful skin blisters requiring daily wound care. The psychosocial impact of EB is one of the most significant concerns for patients, but there is minimal research addressing these concerns or ways to improve patient quality of life (QoL). OBJECTIVE: To examine the psychosocial impact of EB on affected patients and ways to improve their QoL. METHODS: Eight EB participants were selected from the 2006 DEBRA Family Conference Day in Toronto. Participants were interviewed by a social worker and a field evaluator. The transcript of each interview was assessed using qualitative content analysis. RESULTS: Four themes were identified: school interaction, daily life, family interactions, and societal interactions. Participants reported being teased and avoided by peers, and they felt their conditions were misunderstood by the general public. School absenteeism resulted in some patients falling behind in school, which may have been misinterpreted as intellectual impairment. Patients acknowledged significant dependence on others and felt they were contributing to caregiver burden. CONCLUSIONS: Our findings highlight the psychosocial impact of EB on patients. As EB awareness and resources to support patients and caregivers have improved since this study was conducted, more studies exploring the current landscape and opportunities to improve quality of life are needed.

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)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.204
Threshold uncertainty score0.609

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.016
GPT teacher head0.362
Teacher spread0.345 · 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