MétaCan
Menu
Back to cohort
Record W2914703990 · doi:10.1093/ecco-jcc/jjy222.570

P446 Dose escalation with originator infliximab is more common than standard dosing in paediatric IBD: the DEVELOP experience

2019· article· en· W2914703990 on OpenAlexaffabout
Johanna C. Escher, Marla C. Dubinsky, James Izanec, Christopher Busse, Y Wang, Anne M. Griffiths

Bibliographic record

VenueJournal of Crohn s and Colitis · 2019
Typearticle
Languageen
FieldHealth Professions
TopicAdolescent and Pediatric Healthcare
Canadian institutionsSickKids FoundationHospital for Sick ChildrenUniversity of Toronto
Fundersnot available
KeywordsMedicineInfliximabDosingInflammatory bowel diseaseUlcerative colitisObservational studyInternal medicineMaintenance therapyCrohn's diseaseDiseasePediatrics

Abstract

fetched live from OpenAlex

DEVELOP is a multi-centre, prospective, observational registry of the long-term safety and clinical status of 6070 paediatric patients with inflammatory bowel disease (IBD; Crohn’s disease [CD]: 4122, ulcerative colitis [UC]: 1643, and IBD-unclassified[IBD-U]: 305; median age at enrolment 13.0 years) treated with originator infliximab (REM) and/or other medical therapies for IBD as part of routine clinical care. DEVELOP has sites in the US, Canada and the EU and enrolled patients from 2007 to 2017. The labelled maintenance dose and interval of REM for treatment of paediatric CD or UC is 5 mg/kg IV every 8 weeks. Our aim was to assess how frequently providers needed to escalate this dose. Enrolment was targeted such that half of the enrolled patients had been exposed to REM at baseline. The treating physicians then continue to prescribe IBD treatments based on their usual clinical practice and standards of care. Patients are categorised into cohorts according to their prevalent or incident IBD medication exposure, including patients receiving therapy prior to enrolment and patients receiving therapy during registry follow-up. The last data cut available (30 June 2018) assessed 33586 patient-years (PY) of follow-up. Among all patients (Table 1), the median average maintenance dose of REM thus far during the registry period is 6.5 mg/kg (CD: 6.1 mg/kg, UC: 7.5 mg/kg and IBD-U: 8.0 mg/kg). In the most recent 12-month follow-up period, the median maintenance dosing frequency was 8 weeks for CD patients, 7 weeks for UC patients and 6 weeks for IBD-U patients. The median total number of REM infusions was 17.0, with a median duration of REM exposure of 32.3 months and a mean duration of 38.9 months. During the entire registry follow-up period, 27% of patients who had been receiving REM discontinued the drug. The median interval between first dose and discontinuation was 20.9 months and the most common reasons for discontinuation were loss of efficacy (47% of discontinuations), adverse events (17%) and administration reactions (13%). In the international DEVELOP paediatric IBD registry, standard dosing of REM is the exception rather than the rule. The median maintenance doses used in CD, UC and IBD-U are all higher than the labelled dose of 5 mg/kg. In UC and IBD-U, the median maintenance interval is also shorter than the labelled interval of q8 weeks. Further analysis will examine clinical measures before and after dose escalation. Table 1. Remicade exposure during registry participation: all IBD patients

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)0.018
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 score0.018

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.018
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.002
Science and technology studies0.0000.001
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0010.001
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 head0.027
GPT teacher head0.372
Teacher spread0.345 · 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

Citations0
Published2019
Admission routes2
Has abstractyes

Explore more

Same venueJournal of Crohn s and ColitisSame topicAdolescent and Pediatric HealthcareFrench-language works237,207