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770 Relationship Between Protocol Specified Corticosteroid Tapering Regimens and Achieving Outcome Measures in Patients With Moderate-Severe Ulcerative Colitis and Crohn's Disease

2019· article· en· W2979510553 on OpenAlexaff
John George, Siddharth Singh, Parambir S. Dulai, Christopher Ma, Tran M Nguyen, Brian G. Feagan, William J. Sandborn, Vipul Jairath

Bibliographic record

VenueThe American Journal of Gastroenterology · 2019
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsLondon Health Sciences CentreWestern UniversityRobarts Clinical TrialsUniversity of Calgary
Fundersnot available
KeywordsMedicineUlcerative colitisInternal medicinePlaceboClinical trialCorticosteroidRandomized controlled trialGastroenterologyConfidence intervalRelative riskDiseasePathology

Abstract

fetched live from OpenAlex

INTRODUCTION: Corticosteroid-free clinical remission is an important clinical outcome, yet is inconsistently defined and reported in clinical trials. We summarized the protocol specified corticosteroid tapering regimens in clinical trials of moderate-severe ulcerative colitis (UC) and Crohn's disease (CD), and calculated differences in rates of clinical remission versus corticosteroid-free clinical remission (CSF-CR). METHODS: Through a systematic literature review through February 28, 2019, we identified 16 randomized controlled trials (RCTs) of biologics or small molecules in patients with moderate-severe UC or CD that reported CSF-CR as an outcome. We estimated relative risk (RR) [and 95% confidence interval (CI)] of achieving CSF-CR vs. overall clinical remission in patients treated with active intervention or placebo, through random effects meta-analysis. RESULTS: Across trials of UC (11 trials) and CD (5 trials), median 53% (range, 28-81%) and 49% (range, 42-56%) participants were on corticosteroids at time of trial entry, respectively. Participants were allowed to enter trials at median corticosteroid dose 35 mg/d (range, 20-40 mg/d). Doses were kept stable for median 8 weeks (range, 5-10 weeks) during induction therapy, after which a mandatory and structured tapered was implemented, albeit with investigators discretion depending on clinical status. For maintenance trials, pooled rates of CSF-CR in patients with UC (n = 11) treated with placebo was 9.7% (95% CI, 6.8-13.6% vs. overall clinical remission: 14.2%; 95% CI, 10.6-18.7) and with CD (n = 5), 19.1% (95% CI, 11.3-30.2 vs. overall clinical remission: 25.7%; 95% CI, 16.4-37.7). In UC trials, the rate of CSF-CR was 24% lower than the rate of overall clinical remission (RR, 0.76; 95% CI, 0.67-0.86; placebo: RR, 0.74; 95% CI, 0.56-0.97). In patients with CD, rate of CSF-CR was 18% lower than rate of overall clinical remission (RR, 0.82; 95% CI, 0.72-0.94; placebo: RR, 0.75; 95% CI, 0.57-0.98). CONCLUSION: This is the first systematic review and meta-analysis to study corticosteroids handling across clinical trials. Protocol specified corticosteroid tapering regimens varies across trials with considerable investigator discretion. Rates of CSF-CR is 20-25% lower than overall clinical remission. These findings will help to inform design and interpretation of future clinical trials and highlight the need for standardization.

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)0.055
metaresearch head score (Gemma)0.119
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.055
Threshold uncertainty score0.292

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0550.119
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0080.016
Bibliometrics0.0030.005
Science and technology studies0.0000.001
Scholarly communication0.0030.002
Open science0.0010.001
Research integrity0.0020.002
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 head0.013
GPT teacher head0.249
Teacher spread0.236 · 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
Published2019
Admission routes1
Has abstractyes

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