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Record W4239793956 · doi:10.1093/ecco-jcc/jjw019.746

P627. What is the need for, and acceptability of, routine, integrated psychological care in an established inflammatory bowel disease (IBD) service? Early data from a new initiative in clinical IBD care

2016· article· en· W4239793956 on OpenAlexaff
Edward V. Loftus, Matthias Augustin, Robert Bissonnette, Gerald G. Krueger, Stephen Calabro, Wayne Langholff, John Popp, Kavitha Goyal, S Sloan

Bibliographic record

VenueJournal of Crohn s and Colitis · 2016
Typearticle
Languageen
FieldMedicine
TopicMicroscopic Colitis
Canadian institutionsInnovaderm (Canada)
Fundersnot available
KeywordsInflammatory bowel diseaseMedicineService (business)DiseaseIntensive care medicineInternal medicineBusiness

Abstract

fetched live from OpenAlex

treatment, 91.9% used 5 aminosalicylic acid; 29.2% azathioprine; 23.8% steroids; and 3.1% anti-tumour necrosis factor (TNF) therapy.The univariate and multivariate analysis showed that factors associated with histologic remission were: ANCAs positivity (p = 0.05, relative risk [RR] = 0.54, 95% CI 0.27-1.07);endoscopic remission (p = 0.001, RR = 5.06, 95% CI 2.61-9.81);treatment with steroids (p = 0.01, RR = 0.38, 95% CIp 0.16-0.90);and azathioprine (p = 0.02, RR = 0.27, 95% CI 0.10-0.73).Conclusions: The frequency of histologic remission was 25.5% in our population and the factors associated with histologic remission in patients with UC were ANCAs positivity, endoscopic remission, as well as treatment with steroids and azathioprine. P626 Prevalence of inflammatory bowel disease amongst patients with psoriasis and incidence of serious infections in this subset: results from the PSOLAR Registry

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)0.010
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 score0.011
Threshold uncertainty score0.038

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0110.001

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 head0.049
GPT teacher head0.365
Teacher spread0.316 · 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
Published2016
Admission routes1
Has abstractyes

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