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Record W7073844445

Recommendations for the treatment of Crohn's disease with tumor necrosis factor antagonists: An expert consensus report

2012· article· en· W7073844445 on OpenAlexaboutno aff

Bibliographic record

VenueQueensland's institutional digital repository (The University of Queensland) · 2012
Typearticle
Languageen
FieldPhysics and Astronomy
TopicTheoretical and Computational Physics
Canadian institutionsnot available
Fundersnot available
KeywordsInfliximabCertolizumab pegolAdalimumabInflammatory bowel diseaseTumor necrosis factor alphaCrohn's diseaseClinical trial
DOInot available

Abstract

fetched live from OpenAlex

Background: Symptom relief is the traditional treatment goal in Crohn's disease (CD). New goals including mucosal healing and bowel preservation are now achievable with tumor necrosis factor (TNF) antagonists. Infliximab and adalimumab are approved as second-line treatments for severe, active CD. Certolizumab pegol is approved only in the U.S. and Switzerland as second-line treatment for moderate-to-severe, active CD. Data from trials of infliximab suggest that high-risk patients and patients with active inflammation (CRP elevation and/or ileocolonic ulcers) may benefit from earlier use of this drug. Methods: A Delphi survey was used to obtain consensus on issues surrounding bowel preservation and use of TNF antagonists. At the time of this survey, infliximab was the only TNF antagonist approved for the treatment of CD in Europe, Canada, and Australia. An expert panel of 12 gastroenterologists with substantial clinical experience using infliximab in clinical practice and trials in these areas participated. Results: The experts agreed that bowel preservation and mucosal healing are relevant and achievable goals, and form a rationale for using TNF antagonists in CD patients. Control of inflammation and induction of mucosal healing were considered essential for bowel preservation. Consensus areas: 1) mucosal healing is predictive of improved long-term disease course and increases the likelihood of steroid-free remission; 2) infliximab induces sustained mucosal healing, promotes bowel preservation, and reduces hospitalizations and surgeries; 3) benefits of infliximab in relation to mucosal healing, bowel preservation, and clinical remission increase when therapy is initiated earlier. Conclusions: Treatment with TNF antagonists helps preserve the bowel in CD patients.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.654
Threshold uncertainty score0.464

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 studies0.0010.001
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 head0.018
GPT teacher head0.238
Teacher spread0.220 · 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

Citations2
Published2012
Admission routes1
Has abstractyes

Explore more

Same venueQueensland's institutional digital repository (The University of Queensland)Same topicTheoretical and Computational PhysicsFrench-language works237,207