MétaCan
Menu
Back to cohort
Record W2883659725 · doi:10.3748/wjg.v24.i28.3055

Non-pharmacological therapies for inflammatory bowel disease: Recommendations for self-care and physician guidance

2018· review· en· W2883659725 on OpenAlexaff
Whitney Duff, Natasha Haskey, Gillian Potter, Jane Alcorn, Paulette V. Hunter, Sharyle Fowler

Bibliographic record

VenueWorld Journal of Gastroenterology · 2018
Typereview
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsUniversity of SaskatchewanUniversity of British Columbia, Okanagan CampusUniversity of British Columbia
Fundersnot available
KeywordsMedicineMindfulnessQuality of life (healthcare)MEDLINEAnxietyDepression (economics)DiseaseIrritable bowel syndromePhysical therapyPopulationInflammatory bowel diseasePsychological interventionIntensive care medicineInternal medicinePsychiatryClinical psychology

Abstract

fetched live from OpenAlex

We performed a scoping review on sought-after complementary therapies for patients with inflammatory bowel disease (IBD), specifically diet, physical activity and exercise (PA/E), and psychotherapy.We aim to update patients with IBD on therapies for self-care and provide physicians with guidance on how to direct their patients for the management of IBD.A search of MEDLINE, EMBASE, and PUBMED was completed in Sept 2016.Studies on diet, PA/E, or psychotherapy in patients with IBD were included.Medical Subject Heading terms and Boolean operators were used.The search was limited to full-text English articles describing an adult population.This review included 67 studies: Diet (n = 19); PA/E (n = 19); and psychotherapy (n = 29).We have made the following recommendations: (1) Diet: Consumption of diets rich in vegetables, fruit and soluble fiber may be beneficial in IBD.A trial of a low FODMAP diet can be considered in those patients with functional gastrointestinal symptoms.Restrictive diets are lacking in evidence and should be avoided; (2) PA/E: Regular lowmoderate intensity activity, including cardiovascular and resistance exercise, has been shown to improve quality

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)0.019
metaresearch head score (Gemma)0.041
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.019
Threshold uncertainty score0.103

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0190.041
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0050.005
Bibliometrics0.0100.008
Science and technology studies0.0010.001
Scholarly communication0.0030.004
Open science0.0040.002
Research integrity0.0050.004
Insufficient payload (model declined to judge)0.0080.002

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 head0.017
GPT teacher head0.315
Teacher spread0.298 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations54
Published2018
Admission routes1
Has abstractyes

Explore more

Same venueWorld Journal of GastroenterologySame topicInflammatory Bowel DiseaseFrench-language works237,207