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TOUCH® Patient Reported Outcomes Study: The Impact of Natalizumab on Crohnʼs Disease Severity

2012· article· en· W2318600379 on OpenAlexaff
James D. Lewis, Arpita Nag, Lori Taylor, Gary S. Hogge, Jean–Frédéric Colombel, Sunanda V. Kane, Remo Panaccione, David T. Rubin

Bibliographic record

VenueInflammatory Bowel Diseases · 2012
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsNatalizumabMedicineCrohn's diseaseDiseaseInflammationImmunologyInternal medicineInflammatory bowel diseaseCrohn diseaseGastroenterology

Abstract

fetched live from OpenAlex

Natalizumab (NAT) is an integrin receptor antagonist indicated for inducing and maintaining clinical response and remission in adult patients with moderately to severely active Crohn's disease with evidence of inflammation who have had an inadequate response to, or are unable to tolerate, conventional CD therapies and inhibitors of TNF-α. The study sample was comprised of patients enrolled in the TYSABRI Outreach: Unified Commitment to Health (TOUCH®) prescribing program that were apprised of the project and agreed to study participation. Patients completed online or phone surveys regarding demographic characteristics, CD history and CD severity as defined by ACG Practice Guidelines (Lichtenstein GR, Hanauer SB, Sandborn WJ. Management of Crohn's disease in adults: ACG practice guidelines. Am J Gastroenterol. 2009;104:465-483) and measured by patient selfreports based on disease status descriptors and the patient reported components of the Harvey-Bradshaw index (HBI). Data were collected prior to the initiation of NAT therapy and at month 3 of treatment. At the end of the study, 61 patients have provided baseline data. Females comprised 61% of the sample, with a mean age of 42 years and mean time from diagnosis of 13 years. CD complications had been experienced by a high percentage of the patients (66% fistula, 54% bowel obstruction, 52% abscess) and 25% reported having had an ostomy. Seventy-percent of patients who were administered the hospital anxiety and depression scale were diagnosed with depression and anxiety. Of the 24 patients that have completed the 3-month follow-up, 83.3% identified their disease severity as moderate to severe at baseline. At the month 3 measure, 41.7% rated their disease status as moderate to severe (P = 0.001). Significant reductions in disease severity were also seen across the 2 patient reported components of the HBI (mean well-being 2.0 vs. 1.0, P = 0.01; mean abdominal pain 2.0 vs. 1.0, P = 0.001; and mean number of liquid stools 14.9 vs. 13.7). The patients reported experiencing a mean of 6.8 CD relapses in the 3 months prior to treatment initiation vs. 4.0 in the 3 months after (P = 0.004). The demographics of the sample appear to be consistent with product labeling pointing to patients who have moderate to severe CD despite attempts at control through the use of conventional and anti-TNF therapies. The disease history of patients entering into therapy with NAT in this naturalistic study indicates a high percentage of patients with CD complications and concomitant psychiatric disturbances. Among patients who completed a follow-up interview, there was significant improvement in disease activity. However, it is not possible to know the true response rate as patients who did not complete the follow-up survey may have been more likely to be nonresponders.

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)0.002
metaresearch head score (Gemma)0.003
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 score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
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 head0.013
GPT teacher head0.280
Teacher spread0.267 · 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
Published2012
Admission routes1
Has abstractyes

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