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Record W4391162490 · doi:10.1093/ecco-jcc/jjad212.0611

P481 "I’ve been told to drop out of school because I need to focus on my health and that was just devastating to hear.": Experiences of Western Canadian young adults with inflammatory bowel disease transitioning from paediatric to adult care

2024· article· en· W4391162490 on OpenAlexaffabout
Allison Bihari, Ishnoor Nahal, Kaitlyn Delaney Chappell, Cynthia H. Seow, Karen J. Goodman, Eytan Wine, Karen I. Kroeker

Bibliographic record

VenueJournal of Crohn s and Colitis · 2024
Typearticle
Languageen
FieldHealth Professions
TopicAdolescent and Pediatric Healthcare
Canadian institutionsUniversity of CalgaryUniversity of Alberta
Fundersnot available
KeywordsDrop outFocus (optics)PsychologyGerontologySociologyMedical educationMedicineDemographic economics

Abstract

fetched live from OpenAlex

Abstract Background The incidence of patients diagnosed with inflammatory bowel disease (IBD) in childhood/adolescence is increasing worldwide; therefore, in the upcoming years, more patients will need to transition from paediatric to adult care. A smooth transition is essential to ensure continuity of care; however, transition is a difficult time for patients, when increasing responsibility for disease management needs to be balanced with full-time employment or schooling. This study explores the transition experience of young adults with IBD who have transitioned from paediatric to adult care. Methods We recruited young adults with IBD using purposive sampling from two IBD centres in Western Canada for participation in a semi-structured virtual interview. Eligibility required being transferred to adult care within the previous two years and being diagnosed with IBD at least one year before transferring. Interviews were audio recorded, transcribed verbatim, and then analysed with an inductive thematic analysis approach. Results We interviewed 16 young adults with IBD (Table 1). We grouped features of the transition experience described by participants into the following four major themes (Figure 1): 1) Anticipation and preparedness for adult care; 2) New and existing connections; 3) Skill development for disease management; 4) Comparison of adult care to paediatric care. In the first theme, participants described feeling unprepared for and nervous about adult care. In the second theme, participants described the structure of care and noted that adult care had less appointments and the adult care team took a less holistic approach to their IBD care. Subsequent themes focused on developing relationships with the new care team, the importance of existing social supports, and becoming responsible and independent in disease management. Conclusion The results outline four major themes that describe IBD patients’ transition experience. These themes provide insight into aspects of transition described by patients, which can be used to improve patient care. For example, participants characterized adult care as missing elements that were present in paediatric care, suggesting a potential need to prepare patients for care differences and support them through the care adjustments. Overall, this study provides valuable insights into patients’ transition experiences which can be used to inform the development of transition supports and improve patient-centred 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.

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)0.005
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 score0.294
Threshold uncertainty score0.592

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0190.009
Scholarly communication0.0040.003
Open science0.0020.004
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0040.001

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 head0.027
GPT teacher head0.336
Teacher spread0.309 · 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

Citations0
Published2024
Admission routes2
Has abstractyes

Explore more

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