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Record W4391873361 · doi:10.1093/jcag/gwad061.239

A239 MOTIVATIONS BEHIND CAM USE IN PATIENTS WITH CROHN'S DISEASE AND ULCERATIVE COLITIS

2024· article· en· W4391873361 on OpenAlexaff
Natasha Klemm, Roberto Trasolini, Brian Bressler, Greg Rosenfeld, Yvette Leung

Bibliographic record

VenueJournal of the Canadian Association of Gastroenterology · 2024
Typearticle
Languageen
FieldEngineering
TopicMechanical Engineering and Vibrations Research
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsUlcerative colitisMedicineCrohn's diseaseDiseaseGastroenterologyInternal medicine

Abstract

fetched live from OpenAlex

Abstract Background Complementary and alternative medicine (CAM) use is common in IBD patients and impacts compliance with conventional treatment. Gastroenterologists should understand the motivational factors of CAM use—factors that push patients away from standard therapy or pull towards CAM. Our study describes the motivations behind CAM use for IBD and evaluates differences between CD and UC patients. Aims To compare the motivations behind CAM use between CD and UC patients. Methods Retrospective cohort survey of patients over 18 years old with IBD, evaluated by gastroenterologists at a tertiary care referral centre from January 1 to December 31, 2019. Only patients that reported CAM use were included. Chi-square and independent t-tests were performed and p-value ampersand:003C0.05 was significant. Results Of the 230 completed surveys, 193 reported CAM use (CD:57.5% & UC:42.5%). Demographics, disease duration and hospitalizations were similar, but CD patients had lower SIBDQ scores (CD:48.1 & UC:53.5 pampersand:003C0.001). Both groups were largely influenced by their social network to use CAM (CD:33% & UC:31.3%) and did not feel well informed of CAM (87.4%). CD and UC patients had similar push and pull factors. Push factors included lack of improvement (39%) and side effects (20%) with conventional treatment. Pull factors included the desire for a holistic approach (21%) and to improve mood (35%). Most patients hoped fatigue 62.7%, diarrhea 61.7% and abdominal pain 58.0% would improve with CAM. Conclusions Despite differences in QoL, push and pull motivations for CAM use do not differ between CD and UC patients. Most users do not feel well informed of CAM and ongoing dialogue is important for patient-centred care. Table 1: Characteristics of CAM use Funding Agencies None

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.125
Threshold uncertainty score0.890

Codex and Gemma teacher scores by category

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

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 head0.007
GPT teacher head0.202
Teacher spread0.195 · 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 teacher head, 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".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

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