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Record W2794218438 · doi:10.1093/jcag/gwy009.176

A176 SMALL GASTROINTESTINAL STROMAL TUMORS (GISTS): A RETROSPECTIVE ANALYSIS OF EUS SURVEILLANCE

2018· article· en· W2794218438 on OpenAlexaffabout
C A Macdonnell, Cherry Galorport, Jennifer J. Telford, Eric Lam, Robert Enns

Bibliographic record

VenueJournal of the Canadian Association of Gastroenterology · 2018
Typearticle
Languageen
FieldMedicine
TopicGastrointestinal Tumor Research and Treatment
Canadian institutionsSt. Paul's Hospital
Fundersnot available
KeywordsMedicineGiSTNatural historyEndoscopic ultrasoundDemographicsRetrospective cohort studyRadiologyCancerStromal tumorFine-needle aspirationInternal medicineGeneral surgeryStromal cellBiopsy

Abstract

fetched live from OpenAlex

Gastrointestinal stromal tumors (GISTs) are the most common mesenchymal tumors of the GI tract. They are often noted incidentally at endoscopy or cross sectional imaging. Following the identification of such lesions, further investigation via endoscopic ultrasound, often with fine needle aspiration (EUS-FNA) is used to confirm diagnosis. The natural history and appropriate management of small (< 2 cm) GISTs is not well understood and in 2010 the National Comprehensive Cancer Network (NCCN) guidelines recommended surveillance EUS every 6–12 months. To determine if our management strategy for small GISTs was consistent with present guidelines. Secondary outcomes were to identify any barriers to surveillance and determine the natural history of GISTs. A retrospective chart review of all EUS procedures at St. Paul’s Hospital, Vancouver, Canada from 01/05-06/17 was completed. Individuals with small (< 2 cm) GISTs were identified. GIST was defined as a hypoechoic lesion arising from the 2nd or 4th layer of the gastrointestinal wall +/- cytological or histologic diagnosis. Data collected included patient demographics, clinical presentation, initial and subsequent EUS findings, interval between EUS, reasons for not undergoing surveillance EUS, and any pathology. Candidates were then collated based on the presence of GISTs and whether appropriate follow-up occurred based on the National Comprehensive Cancer Network (NCCN) guidelines. This study was approved by the IRB at St. Paul’s Hospital. GISTs were identified by EUS in 143 patients, 69 (48%) had lesions <2 cm in size. Mean age of diagnosis was 64 years (SD: 12.5), with 52% being female. 80% were referred due to incidental findings at initial endoscopy and 20% were referred based on CT imaging. All GISTs identified were located in the stomach. Out of the 69 patients identified with <2cm GISTs, surveillance was recommended in 63 (91%) and 49 (71%) had at least one surveillance EUS completed. Of the 14 patients in which surveillance was recommended but not completed, the barrier to surveillance was not identified. Over the time period of the review, there was an improvement in adherence to surveillance, reaching 100%. During a median follow-up of 12 months (range 12–24 months), all 49 GISTs remained unchanged in size and none were referred for surgery. St. Paul’s endosonographers recommendations for surveillance of small GISTs agreed with current guidelines in 91% of patients and improved over the time period of the study to 100%. There was no progression of GISTs in this cohort but a larger study is required to determine whether surveillance intervals can be increased for patients with small GISTs that have been stable over serial examinations. None

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 score0.018
Threshold uncertainty score0.036

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.000
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 head0.013
GPT teacher head0.257
Teacher spread0.244 · 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
Published2018
Admission routes2
Has abstractyes

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