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Record W4240777209 · doi:10.1093/jcag/gwy009.092

A92 ANTI-TNF DOSE AUGMENTATION FREQUENTLY OCCURS IN THE ABSENCE OF OBJECTIVE EVIDENCE OF DISEASE ACTIVITY

2018· article· en· W4240777209 on OpenAlexaffabout
Erik Elias, Adebanke Oketola, C N Bernstein, H.B. Singh, Laura E. Targownik

Bibliographic record

VenueJournal of the Canadian Association of Gastroenterology · 2018
Typearticle
Languageen
FieldMedicine
TopicCytokine Signaling Pathways and Interactions
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsMedicineInternal medicineCalprotectinDiseaseGastroenterologyPancolitisTumor necrosis factor alphaInflammatory bowel diseaseDemographicsFaecal calprotectinDosingInfliximabColonoscopyCancerColorectal cancer

Abstract

fetched live from OpenAlex

Anti tumor necrosis factor therapy (anti-TNF) is widely used in patients with moderate to severe CD and UC. When symptoms persist, anti-TNF dose is often increased or the dosing interval shortened. Evidence supporting the effectiveness of dose augmentation is of low quality and dose augmentation imparts a significant additional cost of care. Persons with persistent gastrointestinal symptoms ascribed to IBD may not have evidence of ongoing inflammation; hence, dose augmentation may not be expected to benefit those without inflammation. We sought to determine the extent to which clinicians routinely assessed the presence of active inflammation prior to undertaking anti-TNF dose augmentation. Medical records of all IBD patients prescribed anti-TNF therapy from 2007–2016 by 8 of 23 Manitoba gastroenterologists were reviewed and demographics, disease characteristics, and IBD treatments recorded. Patients who underwent anti-TNF dose augmentation were further reviewed for the presence of any objective assessment of inflammatory activity, including laboratory investigations (CRP, ESR, albumin, ferritin, hemoglobin, fecal calprotectin), cross-sectional abdominal imaging, and endoscopy. 529 patients receiving anti-TNF therapy were identified, of whom 151 had anti-TNF doses increased on 195 occasions (117 CD, 34 UC). 51 patients (43.6%) with CD had penetrating disease while 16 patients (47.1%) with UC had pancolitis. Mean age at diagnosis was 25.5 years and 50.3% of patients were female. There was no difference in demographics, disease phenotype, or baseline lab values between patients who received dose augmentation and those who did not. Patients were assessed for biochemical evidence of disease activity in the 90 days preceding dose augmentation on 134 of 195 occasions (68.7%), however the results of these investigations were abnormal in only 23 cases (11.8%). Cross-sectional imaging was performed in 11 cases (5.6%) and revealed active disease in 8 (4.1%). Endoscopy was performed prior to dose augmentation on 28 occasions (14.4%) with 24 (12.3%) revealing active disease. Overall, objective evidence of inflammatory activity was present in only 48 of 195 dose augmentation events (24.6%), no objective evidence of inflammation was present in 95 (48.7%), and in 52 (26.7%), anti-TNF dose was increased without any investigation being performed. Anti-TNF dose augmentation routinely occurs in the absence of objective evidence of active inflammatory disease. This represents a target for ongoing quality improvement to optimize care of persons with IBD requiring anti-TNF based therapies, given the significant economic burden of unjustified and potentially unnecessary dose augmentation. None

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.115
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
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 head0.024
GPT teacher head0.301
Teacher spread0.277 · 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

Citations0
Published2018
Admission routes2
Has abstractyes

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