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Record W4323351268 · doi:10.1093/jcag/gwac036.209

A209 ASSESSMENT OF OUTCOMES OF PATIENTS ADMITTED WITH ACUTE, SEVERE ULCERATIVE COLITIS ON ESTABLISHED BIOLOGIC THERAPY: A SINGLE CENTRE RETROSPECTIVE ANALYSIS

2023· article· en· W4323351268 on OpenAlexaffabout
Nasruddin Sabrie, Manisha Jogendran, Rohit Jogendran, Laura E. Targownik

Bibliographic record

VenueJournal of the Canadian Association of Gastroenterology · 2023
Typearticle
Languageen
FieldMedicine
TopicMicroscopic Colitis
Canadian institutionsMount Sinai HospitalQueen's UniversityUniversity of Toronto
Fundersnot available
KeywordsMedicineUlcerative colitisRetrospective cohort studyPopulationAnemiaInternal medicineColectomyDisease

Abstract

fetched live from OpenAlex

Abstract Background Acute, severe, ulcerative colitis (ASUC) is associated with a high morbidity and mortality. Current guidelines recommend the initiation of high dose intravenous steroids, followed by anti-TNF therapy if a satisfactory therapeutic response is not rapidly achieved. However, guidelines are agnostic on how to manage patients who are admitted for ASUC despite being on established biologic therapy. Furthermore, short-term clinical outcomes in this population are not well characterized. Purpose The aim of this study is to assess the differences in short-term clinical outcomes in patients admitted with ASUC who are on established biologic therapy compared to those not on established biologic therapy. Method We conducted a retrospective chart review of patients admitted with ASUC to Mount Sinai Hospital (MSH) in Toronto, Ontario from January 2018 until December 2021. Patients were included if they were deemed to have a severe flare, defined as having 6 or more loose bowel movements per day with at least one of the following features: temperature of 38.0 Celsius, tachycardia, anemia, or elevated inflammatory markers. Included subjects were considered to be on established biologic therapy if they had a biologic within 56 days prior to admission, all other admitted subjects were included as controls. Our primary outcome was the difference in hospital length of stay (HLOS). We also contrasted duration of intravenous steroids, rates of surgical consultation, rates of in-hospital colectomy, and readmission rates within 90 days of discharge. Result(s) 130 charts were included in our study, 53 of which were patients on established biologic therapy, and 77 of which were patients not on established biologic therapy. The HLOS between the two groups was not significantly different, (7.23 days [established biologic therapy] vs.7.47 days [not on biologic therapy], p value = 0.77). Patients on established biologic therapy were more likely to receive an inpatient surgical consultation (33.96% vs 7.79%, p-value <0.001). However, rates of colectomy prior to discharge were not statistically different (1.89% vs 0%, p-value = 0.23). Patients on established biologic therapy were significantly more likely to be readmitted within 90 days of discharge (30.19% vs 12.99%, p-value = 0.016). Image Conclusion(s) Although there were no differences in HLOS and colectomy rates between the 2 groups, patients with ASUC on established biologic therapy were more likely to be readmitted within 3 months of discharge. Further work is required to define optimal medical management of persons admitted with ASUC who are failing biologic therapies. Please acknowledge all funding agencies by checking the applicable boxes below None Disclosure of Interest None Declared

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)0.003
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 score0.026
Threshold uncertainty score0.051

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.004
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.000
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 head0.009
GPT teacher head0.256
Teacher spread0.247 · 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
Published2023
Admission routes2
Has abstractyes

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