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Record W2789404416 · doi:10.1093/ecco-jcc/jjx180.401

P274 Factors driving treatment escalation in Crohn’s disease in the CALM trial

2018· article· en· W2789404416 on OpenAlexaff
Walter Reinisch, Remo Panaccione, Peter Bossuyt, F Baert, Alessandro Armuzzi, Xavier Hébuterne, Silvio Danese, William J. Sandborn, Stefan Schreiber, G. D’Haens, Sebastian Berg, Qin Zhou, J Petersson, Ezequiel Neimark, Anne Robinson, J.F. Colombel

Bibliographic record

VenueJournal of Crohn s and Colitis · 2018
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsPrednisoneMedicineAzathioprineInternal medicineRandomized controlled trialDiseaseGastroenterology

Abstract

fetched live from OpenAlex

Patients with Crohn’s disease (CD) from the tight control (TC) management group of CALM, whose treatment was escalated based on clinical symptoms and biomarkers (CD Activity Index [CDAI], C-reactive protein [CRP], faecal calprotectin [FC] and/or prednisone use), achieved better endoscopic outcomes than patients whose treatment was escalated based on CDAI and prednisone use only.1 The majority of decisions to escalate in the TC group included FC followed by CRP, CDAI, and prednisone use, however, a detailed algorithm of treatment decisions based on the four criteria has not been described. This analysis reports treatment escalation decisions in the TC group in more detail. A total of 122 patients naïve to biologics and immunosuppressants with or without prior prednisone use were randomised to the TC group. At randomisation, patients received treatment with adalimumab (ADA) induction 160/80 mg and then 40 mg every other week (EOW) if they met at least one criterion, i.e., CDAI ≥150, CRP ≥5 mg/l, FC ≥250 μg/g, and prednisone use. At 12, 24, and 36 weeks after randomisation, patients, who met at least one of the CDAI, CRP, FC, or prednisone criteria were escalated consecutively to the next treatment option (ADA 40 mg every week [EW], followed by ADA 40 mg EW+2.5 mg/kg azathioprine). Patients who did not meet a treatment escalation criterion were to stay at the same treatment. CDAI, FC, CRP and prednisone use were assessed one week before randomisation and treatment escalation. Dose escalation criteria were summarised and reported as observed in all patients who met escalation criteria at each time point. Over 70% of patients who qualified to receive ADA at randomisation met three to four criteria (Table). After randomisation, approximately 50% or more patients were escalated to the next treatment option based on one criterion. FC was the most frequent single reason of escalation followed by CRP and CDAI at 12 and 24 weeks. At 36 weeks, there were fewer escalations to which FC, CRP, and CDAI contributed equally. Among two reasons for escalation, the FC+CRP combination was the most prevalent. Overall, prednisone use was the least frequent criterion for escalation. Number of patients in the TC group who met escalation criteria at and after randomisation. The data from CALM suggest that biomarkers are important for guiding treatment decisions in patients with early CD after their symptoms are controlled by treatment. These results underscore the importance of monitoring biomarkers along with clinical symptoms to achieve better clinical and endoscopic outcomes. 1. Colombel J-F, et al. Lancet [published online on October 31]

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)0.003
metaresearch head score (Gemma)0.005
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 score0.003
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.011
GPT teacher head0.263
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

Citations3
Published2018
Admission routes1
Has abstractyes

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