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Record W4293368040 · doi:10.1002/ueg2.12283

Definition of mild to moderate ulcerative colitis in clinical trials: A systematic literature review

2022· review· en· W4293368040 on OpenAlexaff
Bénédicte Caron, Vipul Jairath, Ferdinando D’Amico, Kristine Paridaens, Fernando Magro, Silvio Danese, Laurent Peyrin‐Biroulet

Bibliographic record

VenueUnited European Gastroenterology Journal · 2022
Typereview
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsWestern University
FundersFerring
KeywordsMedicineUlcerative colitisInternal medicineClinical trialRandomized controlled trialBudesonideDiseaseSystematic reviewGastroenterologyMEDLINEAsthma

Abstract

fetched live from OpenAlex

We performed a systematic review to investigate the definition of mild to moderate active ulcerative colitis (UC), and to describe predictors of good response to treatment in clinical trials assessing 5-ASA and/or budesonide. Thirty-nine randomized controlled trials were included. The UC Disease Activity Index (UCDAI) was the most frequent score used for defining mild to moderate active UC (16 studies, 41%), followed by Clinical Activity Index in 11 studies (28.2%). Four different cut-offs were used to define mild to moderate active UC using the UCDAI. The most frequently reported predictors of good response to treatment was a mild and moderate disease activity. There is heterogeneity in the definition of mild to moderate active UC in randomized clinical trials. A standardized definition of mild to moderate active UC used for inclusion of patients in clinical trials is needed.

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)0.015
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.218
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0150.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0030.001
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.102
GPT teacher head0.374
Teacher spread0.272 · 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.

Study designSystematic review
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

Citations17
Published2022
Admission routes1
Has abstractyes

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