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Record W4407285172 · doi:10.1093/jcag/gwae059.035

A35 ENDOSCOPIC SUBMUCOSAL DISSECTION (ESD) OUTCOMES IN GASTROINTESTINAL SUBMUCOSAL TUMORS (SMT): A RETROSPECTIVE STUDY

2025· article· en· W4407285172 on OpenAlexaff
Michael Youssef, Colin Yee, Robert Bechara

Bibliographic record

VenueJournal of the Canadian Association of Gastroenterology · 2025
Typearticle
Languageen
FieldMedicine
TopicGastrointestinal Tumor Research and Treatment
Canadian institutionsKingston Health Sciences CentreMcGill UniversityUniversity of Toronto
Fundersnot available
KeywordsEndoscopic submucosal dissectionMedicineRetrospective cohort studyDissection (medical)SurgeryGeneral surgery

Abstract

fetched live from OpenAlex

Abstract Background Gastrointestinal submucosal tumors (SMTs) range from benign entities to malignant tumors that require surveillence or resection. The role of ESD in management of SMTs remains unclear. Aims We aim to evaluate the clinical and technical outcomes of ESD in the management of SMTs. Methods This study included patients with SMTs who underwent ESD at the Kingston Health Sciences Center (KHSC) between May 2017 to September 2024. Data was collected on patient demographics and tumor characteristics including size, pathology, differentiation, depth, and lymphovascular invasion (LVI). Technical outcomes were analyzed with respect to procedure time (min), technical efficiency (min/cm2), en-bloc and R0 resection rates. En-bloc resection was defined as resection of the lesion piecemeal and R0 indicated negative margins on microscopic examination. We also reported clinical outcomes including length of stay, perioperative adverse events (e.g. bleeding or perforation), strictures, and tumor recurrence rates at the time of follow-up. Descriptive analysis was used to summarize the data. Results This case series included 22 patients (7 males, 15 females) with SMTs (6 esophageal, 16 gastric). 40.1% of patients (9/22) had endoscopic biopsy prior to ESD. The median specimen area was 3.8 cm2 (min-max range 0.38-18.2 cm2). Procedure times ranged between 5-138 mins with a mean time of 49.6 mins (SD= 33.1 mins) and mean efficiency of 13.7 min/cm2. 100% of patients had en-bloc resections and 86.3% (19/22) had R0 resections. There were no perioperative adverse events and most patients (21/22) were discharged the same day with the exception of one patient who stayed for 6 days postoperatively for (chronic) pain management. The pathology of the six esophageal tumors showed 3 leiomyomas, 2 Granular Cell Tumors (GCT), and 1 lipoma. Of the sixteen gastric lesions, 6 were Gastrointestinal Stromal Tumors (GIST), 6 were neuroendocrine tumors (NET), 1 leiomyoma, 1 lipoma, 1 inflammatory fibroid polyp, and 1 heterotopic pancreatic tissue. In both GIST and NET tumors, 5/6 lesions were Grade 1 (well-differentiated) and 1/6 was Grade 2 (moderately differentiated). The depth of the lesions was into the submucosa and there was no lymphovascular invasion (LVI). With regards to the esophageal tumors that required endoscopic follow-up (n= 4), the mean follow-up time was 8.5 months and there was no tumor recurrence. Of the gastric lesions that required endoscopic follow-up (n= 14), the mean follow-up time was 26.2 months and there was no tumor recurrence. There were no strictures observed on endoscopic follow-up for any of the lesions. Conclusions ESD for SMTs is a safe procedure with high en-bloc and R0 resection rates, along with low recurrence rates on follow-up. Larger scale studies are needed to further explore the efficacy and safety of ESD in the management of SMTs. Funding Agencies 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)0.002
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 score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.002
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
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 head0.009
GPT teacher head0.277
Teacher spread0.268 · 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
Published2025
Admission routes1
Has abstractyes

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