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Record W2782377206 · doi:10.14740/gr907w

Medical Treatment for Microscopic Colitis: A Community Hospital’s Experience

2017· article· en· W2782377206 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueGastroenterology Research · 2017
Typearticle
Languageen
FieldMedicine
TopicMicroscopic Colitis
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineBudesonideMicroscopic colitisLymphocytic colitisDiscontinuationCollagenous colitisInternal medicineColonoscopyDiarrheaGastroenterologyColitisMaintenance therapyRetrospective cohort studySurgeryInflammatory bowel diseaseChemotherapyAsthmaColorectal cancerDisease

Abstract

fetched live from OpenAlex

BACKGROUND: Lymphocytic colitis (LC) is a chronic disorder characterized by watery diarrhea. This study sought to evaluate if LC recurs after therapy, and the time frame in which this occurs. Secondary objectives included length and type of therapy, drug-free intervals, and reasons for drug discontinuation. METHODS: A retrospective chart review between January 1, 2008 and October 30, 2015 of patients with biopsy-confirmed lymphocytic, collagenous, or microscopic colitis was conducted. Patient-reported average bowel movements/day were reviewed. Demographic data, dates of colonoscopy, follow-up, type and dose of medications used, and therapy start/stop dates were reviewed. RESULTS: Patients presenting with colonoscopic documented LC (n = 114) were predominantly female (88%), Caucasian (97%), with mean bowel movements/day of five. A total of 58/114 (51%) patients were placed on a therapy. Patients taking budesonide saw bowel movements/day reduced from 4.7 to 2.4 compared to 5.8 to 2.8 for those given 5-aminosalicylic acid (5-ASA). First-line medications budesonide and 5-aminosalicylic acid failed in 12/58 (21%) of patients, other drugs also resulted in therapy changes. Thirty-five percent required their initial therapy changed and of those 40% required a second change. Symptom exacerbations were documented during therapy for 19% of patients; therapy changes resulted in good response. CONCLUSIONS: Almost half of all LC cases (56/114) gradually improved without requiring therapy. Seventy-six percent of our treated patients responded well to budesonide when used as the first-line therapy. Similarly, 61.5% responded to 5-ASA. Budesonide was the drug of choice for flares. Tailoring drug therapy to meet individual patient's needs appears to be the best current approach to managing LC.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
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 score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.002
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.140
GPT teacher head0.483
Teacher spread0.343 · 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