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Record W2146089966 · doi:10.1016/j.crohns.2011.11.001

Recommendations for the treatment of ulcerative colitis with infliximab: A gastroenterology expert group consensus

2012· article· en· W2146089966 on OpenAlexaff
Walter Reinisch, Gert Van Assche, Ragnar Befrits, William Connell, Geert D’Haens, Subrata Ghosh, Pierre Michetti, Thomas Ochsenkühn, Remo Panaccione, Stefan Schreiber, Mark S. Silverberg, Dario Sorrentino, C. Janneke van der Woude, Séverine Vermeire, Julián Panés

Bibliographic record

VenueJournal of Crohn s and Colitis · 2012
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsUniversity of TorontoMount Sinai HospitalUniversity of Calgary
Fundersnot available
KeywordsInfliximabUlcerative colitisMedicineInternal medicineGastroenterologyDiseaseColitis

Abstract

fetched live from OpenAlex

BACKGROUND AND AIMS: Infliximab is currently the only biologic approved for treatment of adults with moderate to severe, active ulcerative colitis (UC) unresponsive to conventional therapies. It rapidly controls symptoms, induces and sustains steroid-free remission, stimulates mucosal healing, and reduces serious complications. Although infliximab tends to be reserved for patients with severe disease, it may be even more beneficial for moderate disease earlier in the disease course. Therefore, it is important to identify which patients are candidates for infliximab therapy. METHODS: A collaborative Delphi survey was used to obtain consensus on use of biologic therapy in patients with UC from an expert panel of 12 gastroenterologists with substantial experience using infliximab in clinical practice and clinical trials. The panel also addressed issues that influence the use of infliximab in UC, including its potential as an alternative to surgery. RESULTS: The panel agreed that: (1) it is necessary to adopt additional treatment goals beyond symptom control, i.e., complete mucosal healing, steroid-free remission, improved QoL, and reduced long-term complications; (2) it may be possible to achieve these treatment goals with infliximab, especially if it is used earlier in the course of UC; and (3) infliximab should be offered as an alternative to surgery in patients being considered for colectomy. The panel also agreed on factors for identifying candidates for infliximab therapy (e.g., persistently active UC, steroid-dependent/refractory disease, and high C-reactive protein). CONCLUSIONS: This consensus statement provides useful and practical information on how to achieve evolving treatment goals with infliximab in moderate to severe UC.

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 score0.649
Threshold uncertainty score0.236

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 head0.015
GPT teacher head0.270
Teacher spread0.255 · 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

Citations43
Published2012
Admission routes1
Has abstractyes

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