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Record W4248457652 · doi:10.1093/ecco-jcc/jjw019.249

P130. Anxiety and depression may lead to poor health-related quality of life in patients with inflammatory bowel disease

2016· article· en· W4248457652 on OpenAlexaff
Usha Chauhan, Yasamin Farbod, David Armstrong, Smita Halder, Sharon Kaasalainen, John K. Marshall, Jelena Popov, F Tse, Paul Moayyedi

Bibliographic record

VenueJournal of Crohn s and Colitis · 2016
Typearticle
Languageen
FieldMedicine
TopicMicroscopic Colitis
Canadian institutionsMcMaster UniversityMcMaster University Medical Centre
Fundersnot available
KeywordsDepression (economics)AnxietyInflammatory bowel diseaseDiseaseLead (geology)MedicineQuality of life (healthcare)PsychiatryIntensive care medicinePsychologyInternal medicineBiologyNursingEconomics

Abstract

fetched live from OpenAlex

142 patients with IBD who were regularly evaluated at a single tertiary academic medical Centre completed self-report questionnaires, including the Hospital Anxiety and Depression Scores, Modified Morisky Adherence Scale-8, socioeconomic deprivation score, and the Crohn's and Colitis Knowledge Score questionnaires. Results: In total, 142 IBD patients (67 with Crohn's disease [CD], 75 with ulcerative colitis [UC]) were enrolled. In the CD group, 30 patients (44%) were anxious and 10 patients (15%) were depressed, and in the UC group, 31 patients (41%) were anxious and 18 patients (24%) were depressed. Using multivariate analysis on data from the CD patients, the factor found to be associated with anxiety was socioeconomic deprivation (odds ratio [OR] 3.95, 95% CI 1.14-13.67, p = 0.030], and the factors associated with depression were disease duration (OR 1.24, 95% CI 1.01-1.53, p = 0.040) and socioeconomic deprivation (OR 8.22, 95% CI 1.57-43.03, p = 0.013). In the UC group, there was no significant independent predictor of anxiety and/or depression; however, low income tended to be associated with depression (OR 2.78, 95% CI 0.83-9.32, p = 0.096). Conclusions: Despite clinical remission, a significant number of IBD patients present with anxiety and/or depressive symptoms. IBD patients in remission, particularly those that are especially deprived, should be provided with appropriate psychological support.

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)0.000
metaresearch head score (Gemma)0.003
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 score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.003
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)0.0020.000

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 head0.011
GPT teacher head0.274
Teacher spread0.263 · 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
Published2016
Admission routes1
Has abstractyes

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