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Record W4391874103 · doi:10.1093/jcag/gwad061.031

A31 DYSPLASIA IN COLONIC POLYPS: PREPARING FOR A RESECT AND DISCARD STRATEGY IN CANADA

2024· article· en· W4391874103 on OpenAlexaffabout
Vikram Patel, Robert Bechara, M S

Bibliographic record

VenueJournal of the Canadian Association of Gastroenterology · 2024
Typearticle
Languageen
FieldMedicine
TopicGenetic factors in colorectal cancer
Canadian institutionsQueen's University
Fundersnot available
KeywordsDysplasiaMedicineGeneral surgeryInternal medicine

Abstract

fetched live from OpenAlex

Abstract Background While diminutive colorectal polyps have a negligible cancer risk, current management involves resecting and submitting all polyps for histological assessment. This is a substantial burden and cost to the healthcare system. The European Society of Gastrointestinal Endoscopy (ESGE) has recommended a “resect-and-discard strategy” without histological evaluation as an acceptable strategy when high-confidence endoscopic characterization of colorectal polyps is achieved. However, a resect and discard strategy has not been adopted yet in Canada. Aims The objective of this study was to determine the prevalence and characteristics of polyps removed at our center based on size. Methods We retrospectively reviewed colonoscopies and pathology reports at Kingston Health Sciences Center from January to December 2020. Based on the pathology report, polyps were classified as diminutive (1-5mm), small (6-9mm) or large (ampersand:003E or = 10mm). We recorded histology and the presence of high-grade dysplasia (HGD) or cancer. Results Out of 2218 colonoscopies, 2945 polyps were removed. 1703 (57.8%) polyps were diminutive with only two (0.1%) having focal HGD and none having cancer. 699 (23.7%) polyps were classified as small with three (0.4%) having HGD and none having cancer. The large polyp group had 543 (18.4%) polyps, of which 87 (16%) showed HGD and 15 (2.8%) exhibited cancer. The specific histologic findings are shown in Table 1. Endoscopy reports specifically mentioned concern of dysplasia in one out of the five polyps with HGD in the diminutive and small groups. Conclusions As expected, most polyps were either diminutive or small (81.5%). Neither of these groups had cancer and only 5 had HGD. Adopting a resect and discard strategy at our center for diminutive polyps has the potential for significant cost savings with negligible risk of missing a high-risk polyp. The next steps would involve assessing optical diagnosis sensitivity and specificity for diminutive and small polyps. Histological characterization of polyps within each size range 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)0.000
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 score0.961
Threshold uncertainty score0.109

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0020.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.250
Teacher spread0.240 · 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
Published2024
Admission routes2
Has abstractyes

Explore more

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