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S721 Treatment Persistence Among Bio-naïve Patients with Crohn's Disease Initiated on Ustekinumab and Adalimumab

2021· article· en· W3210924545 on OpenAlexaff
Dominic Pilon, Zhijie Ding, Ameur M. Manceur, Erik Muser, Maryia Zhdanava, Frédéric Kinkead, Marie‐Hélène Lafeuille, Patrick Lefèbvre

Bibliographic record

VenueThe American Journal of Gastroenterology · 2021
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsGroup for Research in Decision Analysis
Fundersnot available
KeywordsUstekinumabMedicineAdalimumabInternal medicinePsoriatic arthritisPsoriasis Area and Severity IndexPsoriasisRheumatoid arthritisDermatology

Abstract

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Introduction: Due to the chronic nature of Crohn’s disease (CD), medication persistence is key to managing symptoms on a sustained basis. This study aimed to compare treatment persistence among bio-naïve patients with CD initiated on ustekinumab or adalimumab. Methods: Adults with CD initiated on ustekinumab or adalimumab between 09/23/2016 (approval of ustekinumab for CD) and 08/01/2019 were selected from a de-identified health insurance claims data from the IQVIA PharMetrics® Plus (01/01/2015-02/01/2020). Patients were excluded if they used other biologics indicated for CD or had diagnoses for rheumatoid or psoriatic arthritis, plaque psoriasis, ankylosing spondylitis, relapsing polychondritis, juvenile idiopathic arthritis, hidradenitis suppurativa or uveitis in the 12 months before the initiation of the index agent (baseline). Cohorts were balanced on baseline characteristics using inverse probability of treatment weights. Persistence on index agent was defined as absence of gaps >120 days (ustekinumab) or >60 days (adalimumab) between days of therapy supply. Additionally, composite endpoints of being persistent on index biologic and corticosteroid-free (< 14 days of supply after day 90 post-index) and persistent and on monotherapy (no immunomodulators or non-index biologics) were assessed. All endpoints were estimated at 12 months post-index using weighted Kaplan-Meier and Cox's proportional hazards model analyses. Results: There were 948 patients in the ustekinumab and 4,143 patients in the adalimumab cohort; baseline characteristics were balanced in weighted cohorts (Table 1). At 12 months post-index, a higher proportion of patients in the ustekinumab vs adalimumab cohort was persistent on index biologic, including persistent and corticosteroid-free, and persistent and on monotherapy (Figure 1; log-rank all p< 0.05). Patients in the ustekinumab vs adalimumab cohort had a 50% higher rate of persistence on index biologic (hazard ratio [HR] 1.50; 95% confidence interval [CI]: 1.29-1.74), 17% higher rate of being persistent and corticosteroid-free (HR: 1.17; 95% CI: 1.04-1.31), and 47% higher rate of being persistent and on monotherapy (HR: 1.47; 95% CI: 1.30-1.65). Conclusion: Bio-naïve patients with CD initiated on ustekinumab were more persistent than patients initiated on adalimumab, including being persistent and corticosteroid-free and being persistent and on monotherapy. These results may help inform biologic choice for bio-naïve patients with CD.Table 1.: Adjusted hazard ratio of therapeutic modification for primary and secondary outcomes.Figure 1.: Impact of Tofacitinib on Disease Activity Scores.

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)0.002
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 score0.002
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.000
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 head0.008
GPT teacher head0.213
Teacher spread0.205 · 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".

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Citations0
Published2021
Admission routes1
Has abstractyes

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