MétaCan
Menu
Back to cohort

A Canadian Experience With a Protocolized Barrettʼs Endoscopic Therapy Program: Durability, Efficacy, and Outcomes From 2010-2015

2015· article· en· W2978252755 on OpenAlexaffabout
Takuya Ishikawa, Paul J. Belletrutti, J. F. M. Frew

Bibliographic record

VenueThe American Journal of Gastroenterology · 2015
Typearticle
Languageen
FieldMedicine
TopicEsophageal Cancer Research and Treatment
Canadian institutionsSouth Health CampusUniversity of Calgary
Fundersnot available
KeywordsMedicineRadiofrequency ablationIntestinal metaplasiaDysplasiaEndoscopic mucosal resectionBarrett's esophagusInternal medicineEsophagusEsophageal cancerRetrospective cohort studySurgeryCancerGastroenterologyGeneral surgeryEndoscopyAdenocarcinomaAblation

Abstract

fetched live from OpenAlex

Introduction: Radiofrequency ablation (RFA), +/- Endoscopic Mucosal Resection (EMR), has been validated as a treatment option for Barrett's esophagus (BE) and early esophageal cancer. However, little is known regarding outcomes of BE therapy in Canada. We set out to evaluate the efficacy, durability and safety of these techniques in Calgary, a tertiary care center in Canada. Methods: A retrospective review of a prospectively maintained database of patients undergoing RFA+/- EMR for biopsy-proven intestinal metaplasia (IM), dysplasia (D), or intramucosal carcinoma (IMCa) from June 2010 to April 2015. Our primary outcome was the rate of complete remission of IM (CRIM) or dysplasia (CRD) defined as confirmed eradication on two negative consecutive endoscopies with biopsies. Secondary outcomes were treatment-related complications, number and type of treatments used and quality of life (QoL) based on a questionnaire previously used in the BE literature. Results: 31 patients (27 male; mean age 62± 11 years), with a mean BE length of 6.9cm (± 3.8 cm) underwent endoscopic therapy for BE from 2010 to 2014 (two with IMCa, ten with high grade dysplasia (HGD), ten with low grade dysplasia and nine with no dysplasia (ND), but additional risk factors for esophageal cancer (long segment, family history of esophageal cancer or age of BE diagnosis < 30)). EMR was also performed in 9 (29%) patients. CRIM/D were achieved in 28/31 (90.3%) of patients (see Table 1). Patients required a mean of 3.1± 1.3 RFA sessions to achieve CRD and 3.2± 1.3 RFA sessions to achieve CRIM. During a mean follow-up period of 17.9 ± 11.8 months, durable CRIM/D was achieved in 27/28 (96.4%) patients (one IM recurrence only). Treatment-related complications included stricture formation requiring balloon dilation in 2/31 (6.4%) and chest pain requiring hospitalization in 1/31 (3.1%). The main QoL outcome was 5/7 (71.4%) felt reduced stress about the present condition of their esophagus one year after starting treatment.Table 1: Patients with BE- Mean Follow Up and Response to RFA+/-EMRConclusion: In the medium term, RFA +/- EMR is a safe, effective and durable treatment option for BE in Canada. In Calgary, greater than 80% of patients achieved CRIM/D and >95% maintained CRIM/D at a mean of 18 months follow-up. Patients also perceive a reduction in stress pertaining to BE after intervention.

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)0.003
metaresearch head score (Gemma)0.006
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 score0.142
Threshold uncertainty score0.286

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0020.001
Scholarly communication0.0010.000
Open science0.0010.001
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 head0.035
GPT teacher head0.355
Teacher spread0.320 · 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
Published2015
Admission routes2
Has abstractyes

Explore more

Same venueThe American Journal of GastroenterologySame topicEsophageal Cancer Research and TreatmentFrench-language works237,207