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Record W3087596181 · doi:10.1093/ecco-jcc/jjaa189

Week 6 Calprotectin Best Predicts Likelihood of Long-term Endoscopic Healing in Crohn’s Disease: A Post-hoc Analysis of the UNITI/IM-UNITI Trials

2020· article· en· W3087596181 on OpenAlexaff
Neeraj Narula, Emily C L Wong, Parambir S. Dulai, John K. Marshall, Jean‐Frédéric Colombel, Walter Reinisch

Bibliographic record

VenueJournal of Crohn s and Colitis · 2020
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsMcMaster UniversityPopulation Health Research Institute
Fundersnot available
KeywordsCalprotectinMedicineInternal medicinePost-hoc analysisConfidence intervalBiomarkerReceiver operating characteristicArea under the curveFaecal calprotectinLogistic regressionConfoundingOdds ratioGastroenterologyDiseaseInflammatory bowel disease

Abstract

fetched live from OpenAlex

OBJECTIVES: There is need for biomarkers as predictors of outcome of medical treatment in Crohn's disease. The purpose of this study was to evaluate the predictive performance of faecal calprotectin for short- and long-term clinical and endoscopic outcomes. METHODS: This post-hoc analysis of the UNITI/IM-UNITI studies [NCT01369329, NCT01369342, and NCT01369355; YODA #2019-4026] included 677 patients to evaluate the relationship of Week 6 calprotectin cut-offs and changes from baseline assessments in calprotectin for prediction of outcomes at Weeks 8, 32, and 52, using receiver operating characteristic curves with comparisons of areas under the curve [AUC]. The relationship between clinical and biomarker assessments at Week 6 and endoscopic remission [ER] at Week 52 was evaluated using multivariate logistic regression models adjusted for confounders. RESULTS: A Week 6 calprotectin <250 mg/kg demonstrated a significant ability to predict Week 52 ER (AUC 0.709, 95% confidence interval [CI] 0.566-0.852, p = 0.014) with fair accuracy, and performed better than other calprotectin cut-offs and deltas from baseline for prediction of Week 52 ER. When adjusted for covariates, patients with a Week 6 faecal calprotectin <250 mg/kg had 3.48 times [95% CI 1.31-9.28, p = 0.013] increased odds of Week 52 ER. No other Week 6 clinical assessment [clinical remission or clinical response] or biomarker [CRP <5 or drug level] had an association with Week 52 ER. CONCLUSIONS: In summary, the results of this post-hoc analysis suggest that Week 6 calprotectin levels < 250 mg/kg can be predictive of future endoscopic healing and may be more informative than clinical symptom improvement. PODCAST: This article has an associated podcast which can be accessed at https://academic.oup.com/ecco-jcc/pages/podcast.

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)0.015
metaresearch head score (Gemma)0.013
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: Empirical
Teacher disagreement score0.015
Threshold uncertainty score0.077

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0150.013
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0040.005
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.002
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 head0.022
GPT teacher head0.274
Teacher spread0.252 · 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

Citations24
Published2020
Admission routes1
Has abstractyes

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