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S1681 Nonadherence in Pediatric Eosinophilic Esophagitis

2023· article· en· W4387751571 on OpenAlexaffabout
Nikola Deretic, Jonathan W. Bush, Lianne Soller, Stephanie C. Erdle, Edmond S. Chan, Vishal Avinashi

Bibliographic record

VenueThe American Journal of Gastroenterology · 2023
Typearticle
Languageen
FieldMedicine
TopicEosinophilic Esophagitis
Canadian institutionsBC Children's Hospital
Fundersnot available
KeywordsMedicineEosinophilic esophagitisFluticasoneEndoscopyEsophagitisInternal medicineMedical recordPediatricsAsthmaDiseaseReflux

Abstract

fetched live from OpenAlex

Introduction: Eosinophilic Esophagitis (EoE) is a chronic esophageal condition represented by symptoms and inflammation. While the diagnosis of EoE is increasing, attention is required as to how patients are followed including adherence to treatment. Methods: Our EoE registry was reviewed which collected clinical, endoscopic, and histologic data over 10 years (2012-2022) about pediatric EoE patients seen in the multidisciplinary EoE clinic at BC Children’s Hospital, Vancouver, Canada. Consent was obtained from patients/families. Results: Over 10 years, 247 EoE patients were part of the EoE registry. The median age at first visit was 10.5 years and the majority of patients were white and male. The median length of follow up was 3 years (IQR 1.1-5.8) with 6 clinic visits (IQR 3-10). While the median number of endoscopies per patient (IQR 2-5) was 3, 19% of patients only had one (diagnostic) endoscopy with no follow up endoscopy. During follow up visits, 56% of patients were reported to be on medical treatment, 36.2% on dietary treatment, and 18.3% of patients on no treatment. Of the patients prescribed PPI – 2.3% were not taking the medication at all, and 55.5% were missing some doses (either “often, sometimes or seldomly”). With the swallowed topical corticosteroid (STC) (Fluticasone / OVB) 54.7% patients were taking it less regularly than prescribed, with 4.2% (n=9) not taking it all. The most common reason for not taking the medication consistently was forgetfulness for PPI and perceived side effects for STC. With regards to empiric dietary elimination, 7.6% of those said to be on dietary treatment were consuming that specific product on a daily basis. At the most recent endoscopy, 60.9% were demonstrating active disease (≥15 eos/hpf). Conclusion: This real-life pediatric cohort of EoE patients over a decade demonstrates that engagement and adherence is a real problem. It shows that 1 in 5 are not coming back for repeat endoscopy after diagnosis even when there is no cost to the procedure. Also ∼1 in 5 in follow-up are on no treatment which influences the chance of achieving histologic remission. The majority of our patients struggle with adherence even when they have agreed to a medication or a diet regimen. Clinicians need to work with the patients and families in a non-judgemental fashion to explain the chronic condition including treatment options, evaluate and document treatment adherence and work with them to reduce barriers whenever possible.

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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.019

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0060.001

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 head0.013
GPT teacher head0.276
Teacher spread0.262 · 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 designObservational
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".

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Citations0
Published2023
Admission routes2
Has abstractyes

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