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Record W4407065567 · doi:10.3899/jrheum.2024-0695

Lived Education Experience of Young Adults With Childhood- and Adult-Onset Systemic Lupus Erythematosus: A Multicenter Canadian Qualitative Study

2025· article· en· W4407065567 on OpenAlexaffvenueabout
Fareha Nishat, Michael A. Golding, Kaitlyn A. Merrill, Jennifer L. P. Protudjer, Roberta L. Woodgate, Ramandeep Kaur, Diane Lacaille, Umut Oguzoglu, Zahi Touma, Christine Peschken, Jennifer Stinson, Lily Siok Hoon Lim

Bibliographic record

VenueThe Journal of Rheumatology · 2025
Typearticle
Languageen
FieldMedicine
TopicSystemic Lupus Erythematosus Research
Canadian institutionsUniversity of British ColumbiaUniversity of TorontoGeorge & Fay Yee Centre for Healthcare InnovationResearch ManitobaToronto Western HospitalResearch CanadaUniversity of ManitobaChildren's Hospital Research Institute of ManitobaArthritis Research Centre of CanadaInstitute for Clinical Evaluative Sciences
Fundersnot available
KeywordsPsychosocialMedicineThematic analysisCoping (psychology)ShameEducational attainmentYoung adultQualitative researchSocial supportSocioeconomic statusCognitionClinical psychologyGerontologyPsychologyPsychiatryPopulationPsychotherapist

Abstract

fetched live from OpenAlex

OBJECTIVE: Young adults with systemic lupus erythematosus (SLE) have physical, cognitive, and psychosocial health issues and other comorbidities that may affect educational attainment and, ultimately, lifetime socioeconomic achievement. We aimed to understand the lived educational experiences of young adults with SLE and to assess their perceived barriers from SLE. METHODS: Individual semistructured interviews were conducted remotely with participants from 2 SLE clinics in Canada. All interviews were transcribed verbatim, double-coded, and analyzed using a reflexive thematic approach. RESULTS: Thirteen participants (85% female) with a median age of 20.5 years-8 with childhood-onset SLE and 5 with adult-onset SLE-were interviewed. Four themes were identified: (1) challenges due to SLE (difficulties adjusting to the diagnosis, physical and cognitive symptoms of SLE); (2) changes in aspirations (education or career goals modified by reducing course load or shifting to a more sedentary or less demanding career); (3) facilitators of student success (social support from family and friends, parental financial support, individualized accommodations from institutions, and asynchronous learning opportunities as a response to the coronavirus disease 2019 pandemic); and (4) coping and moving forward (using more adaptive than maladaptive coping strategies to self-manage, including self-acceptance, pacing, and planning). CONCLUSION: Whereas most participants were successfully engaging in higher education, their performance was often negatively affected by the physical and cognitive toll of SLE. Social support and academic accommodations helped to alleviate the challenges experienced by this group. Going forward, clinicians should initiate conversations about the educational experiences of young adults with SLE to proactively address the challenges they may face.

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)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.118
Threshold uncertainty score0.238

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0100.003
Scholarly communication0.0030.001
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.012
GPT teacher head0.319
Teacher spread0.307 · 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 designQualitative
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
Published2025
Admission routes3
Has abstractyes

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