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Record W4378639877 · doi:10.1111/apt.17568

Systematic review and meta‐analysis of randomised controlled trials: Medical therapies for the treatment and prevention of pouchitis

2023· review· en· W4378639877 on OpenAlexaff
Lotus Alphonsus, Theshani Amalka De Silva, Christopher Ma, John K MacDonald, Jurij Hanžel, Melanie Beaton, Talat Bessissow, Maia Kayal, Rocío Sedaño, Siddharth Singh, Vipul Jairath

Bibliographic record

VenueAlimentary Pharmacology & Therapeutics · 2023
Typereview
Languageen
FieldMedicine
TopicRespiratory and Cough-Related Research
Canadian institutionsLawson Health Research InstituteMcGill UniversityMcGill University Health CentreUniversity of CalgaryWestern University
Fundersnot available
KeywordsMedicinePouchitisPlaceboMetronidazoleInternal medicineBudesonideVedolizumabRandomized controlled trialClinical trialMeta-analysisUlcerative colitisAlternative medicineDiseaseAntibiotics

Abstract

fetched live from OpenAlex

BACKGROUND AND AIMS: We conducted a systematic review to assess medical therapy for the treatment and prevention of pouchitis. METHODS: Randomised controlled trials (RCTs) of medical therapy in adults with or without pouchitis were searched to March 2022. Primary outcomes included clinical remission/response, maintenance of remission and prevention of pouchitis. RESULTS: Twenty RCTs (N = 830) were included. Acute pouchitis: One study compared ciprofloxacin with metronidazole. At 2 weeks, 100% (7/7) of ciprofloxacin participants achieved remission, compared with 67% (6/9) of metronidazole participants (RR: 1.44, 95% CI: 0.88-2.35, very low certainty evidence). One study compared budesonide enemas with oral metronidazole. Fifty percent (6/12) of budesonide participants achieved remission compared with 43% (6/14) of metronidazole participants (RR: 1.17, 95% CI: 0.51-2.67, low certainty evidence). Chronic pouchitis: Two studies (n = 76) assessed De Simone Formulation. Eighty-five percent (34/40) of De Simone Formulation participants maintained remission at 9-12 months compared with 3% (1/36) placebo participants (RR: 18.50, 95% CI: 3.86-88.56, moderate certainty evidence). One study assessed vedolizumab. Thirty-one percent (16/51) of vedolizumab participants achieved clinical remission at 14 weeks compared with 10% (5/51) of placebo participants (RR: 3.20, 95% CI: 1.27-8.08, moderate certainty evidence). PROPHYLAXIS: Two studies assessed De Simone Formulation. Ninety percent (18/20) of De Simone Formulation participants did not develop pouchitis compared with 60% (12/20) of placebo participants (RR: 1.50, 95% CI: 1.02-2.21, moderate certainty evidence). CONCLUSIONS: Apart from vedolizumab and the De Simone formulation, the effects of other medical interventions for pouchitis are uncertain.

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)0.029
metaresearch head score (Gemma)0.089
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.029
Threshold uncertainty score0.154

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0290.089
Meta-epidemiology (narrow)0.0040.002
Meta-epidemiology (broad)0.0280.032
Bibliometrics0.0120.012
Science and technology studies0.0010.001
Scholarly communication0.0040.003
Open science0.0030.002
Research integrity0.0030.003
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 head0.292
GPT teacher head0.515
Teacher spread0.223 · 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 designMeta-analysis
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

Citations11
Published2023
Admission routes1
Has abstractyes

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