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Optimizing the Diagnostic Yield and Clinical Impact of Computed Tomography Enterography for Patients With Obscure Gastrointestinal Bleeds

2017· article· en· W2914840296 on OpenAlexaffabout
Kristel Leung, Jeffrey D. McCurdy, Paul D. James

Bibliographic record

VenueThe American Journal of Gastroenterology · 2017
Typearticle
Languageen
FieldMedicine
TopicGastrointestinal Bleeding Diagnosis and Treatment
Canadian institutionsOttawa HospitalUniversity of Ottawa
Fundersnot available
KeywordsMedicineCapsule endoscopyObscure gastrointestinal bleedingInternal medicineRetrospective cohort studyRadiology

Abstract

fetched live from OpenAlex

Introduction: Computed tomography enterography (CTE) and capsule endoscopy (CE) are commonly performed to investigate obscure gastrointestinal bleeds (OGIB). CE is suggested as the first-line investigation of OGIB as it has been shown to have a superior diagnostic yield. However, CTE is more available and less expensive compared to CE. Despite evidence that CTE may be more accurate for identifying some lesions such as masses and strictures, patient selection to optimize the clinical impact of CTE has not been previously examined. This study sought to determine the diagnostic yield of CTE in OGIB, investigate characteristics associated with positive CTE, and examine clinical outcomes in patients with a positive CTE. Methods: We performed a retrospective cohort study on patients who underwent CTE from The Ottawa Hospital between 2005- 2015. Patient demographics, clinical presentation, prior investigations, post-CTE interventions and treatment outcomes were collected by chart review. All variables were selected a priori from literature review. Results: CTE was diagnostic in 52 (19%) of 274 OGIB cases. Patients with a positive CTE (mean age 65 years, range 25-88 years, 50% female) had an average presenting Hb of 87 g/L, ferritin 66 μL and iron 8 μmol/L. 40 (77%) of the diagnostic findings included intestinal wall thickening (40%), angiodysplasias (27%), bowel mass (17%), and/or stricture (6%). 27 patients (52%) presented with at least one of the following symptoms in addition to OGIB: nausea, abdominal pain, fatigue and weight loss. 13/52 (25%) patients had specific interventions done to address lesions found on the CTE. 5 patients underwent endoscopic hemostasis, 3 patients underwent bowel resection, 1 patient required vessel embolization, and 3 were treated for inflammatory bowel disease. These patients were also more likely to re-bleed, have ongoing anemia and be re-hospitalized for gastrointestinal bleeding. Conclusion: CTE may be diagnostic in 1 in 5 cases of OGIB, potentially avoiding the need for CE in these cases. The diagnostic yield may be even greater for patients who present with abdominal and/or constitutional symptoms. Patients who required specific interventions after a diagnostic CTE had a greater propensity for re-bleeding, suggesting that early interventions after positive CTE findings patients may result in better outcomes. Further research is needed to delineate the patient population most likely to benefit from CTE evaluation prior to or instead of CE for OGIB.

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)0.008
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 score0.004
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.020
GPT teacher head0.306
Teacher spread0.286 · 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
Published2017
Admission routes2
Has abstractyes

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