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Record W3045218472 · doi:10.1097/mcg.0000000000001391

Dose Augmentation of Tumor Necrosis Factor Inhibitors is Frequently Performed in Persons With Inflammatory Bowel Disease in the Absence of Objective Evidence of Active Inflammation

2020· article· en· W3045218472 on OpenAlexaffabout
Evan Elias, Çharles N. Bernstein, Harminder Singh, Adebanke Oketola, Sandeep Krishnan, Laura E. Targownik

Bibliographic record

VenueJournal of Clinical Gastroenterology · 2020
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsUniversity of TorontoMount Sinai HospitalUniversity of Manitoba
Fundersnot available
KeywordsMedicineAdalimumabInfliximabUlcerative colitisInterquartile rangeInflammatory bowel diseaseInternal medicineGastroenterologyCrohn's diseaseIncidence (geometry)Hazard ratioTumor necrosis factor alphaDiseaseSurgeryConfidence interval

Abstract

fetched live from OpenAlex

BACKGROUND: Antitumor necrosis factor (anti-TNF) dose augmentation is frequently utilized in the management of inflammatory bowel disease (IBD), yet the extent to which clinicians assess for objective markers of inflammation before using the strategy is unknown. AIMS: To determine the incidence of anti-TNF dose augmentation and the frequency with which it is preceded by the objective assessment of IBD activity. MATERIALS AND METHODS: All 23 prescribers of anti-TNF for IBD in Manitoba facilitated chart review of their adult anti-TNF users from 2005 to 2016. Time from anti-TNF initiation to dose augmentation was recorded for all previously biologic-naïve patients. The practices of 11 of 23 prescribers were audited in greater detail and the biochemical, imaging, and endoscopic investigations conducted in the 90-day preceding dose augmentation extracted. RESULTS: A total of 838 patients met inclusion criteria; 70.4% had Crohn's disease, whereas 29.6% had ulcerative colitis or IBD unclassified. The median duration of follow-up was 22.6 [interquartile range (IQR), 10.3-43.2] months for adalimumab and 28.4 (IQR, 10.2-59.9) months for infliximab (P=0.01). The cumulative incidence of dose augmentation at 12 months was 32.9%. Dose augmentation occurred more often in ulcerative colitis than in Crohn's disease (hazard ratio, 1.83; IQR, 1.36-2.47). Overall, 70.7% of patients underwent some form of testing to assess the inflammatory burden before dose augmentation. Objective evidence of inflammation supporting dose augmentation was documented in only 24.7% of cases. CONCLUSIONS: One third of previously biologic-naïve patients had anti-TNF doses increased within the first 12 months of treatment. Dose augmentation frequently occurred in the absence of objective evidence of inflammatory disease activity.

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)0.001
metaresearch head score (Gemma)0.007
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.026
GPT teacher head0.315
Teacher spread0.289 · 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".

Quick stats

Citations2
Published2020
Admission routes2
Has abstractyes

Explore more

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