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Record W4239295785 · doi:10.1093/ecco-jcc/jjw019.110

DOP081. Outcomes of colitis-associated dysplasia after referral from the community to a tertiary centre

2016· article· en· W4239295785 on OpenAlexaff
Marietta Iacucci, Miriam Fort Gasia, Adetunmise Oluseyi, Remo Panaccione, S Gui, Stefan J. Urbanski, Parham Minoo, Subrata Ghosh, David T. Rubin, Noa Krugliak Cleveland, Dylan M. Rodriquez

Bibliographic record

VenueJournal of Crohn s and Colitis · 2016
Typearticle
Languageen
FieldMedicine
TopicMicroscopic Colitis
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsTertiary referral centreReferralMedicineDysplasiaColitisTertiary careGeneral surgeryInternal medicineFamily medicine

Abstract

fetched live from OpenAlex

Background: Dye chromoendoscopy (DCE) is considered the standard of practice for IBD surveillance colonoscopy. However, the most appropriate procedure for optimum detection of neoplastic lesions (NL) is still unclear. The resolution of high-definition (HD) and virtual chromoendoscopy (VCE) colonoscopy has improved substantially, and further studies are needed to determine the optimal endoscopic technique. We aimed to conduct a randomised study comparing 3 different techniques for surveillance colonoscopy to detect colonic NL in IBD: HD, DCE, and VCE. Methods: A randomised study (NCT02098798) was conducted to determine the detection rates of NL with HD alone, HD with DCE or HD with VCE in patients with long standing colitis (8 years from diagnosis, both UC and CD, or PSC with IBD from diagnosis). Consecutive patients with inactive disease were enrolled in 1:1:1 ratio into 3 arms of the study. Colonoscopy was performed using a Pentax EPKi processor and HD video colonoscope (EC-3490Fi; Pentax, Tokyo). Endoscopic colonic lesions were classified by the Paris classification as polypoid/non-polypoid and Kudo pit pattern The NL were histologically categorised by the modified Vienna classification as dysplasia (ALM and DALM), sessile serrated adenomas (SSAs), and adenoma-like polyps (ALP). Chi squared test was used for comparison between the 3 arms. Sensitivity, specificity, PPV, NPV, and accuracy were calculated for each technique. The study was powered to detect an absolute difference in detection of neoplastic lesion of 15% between the HD and VCE groups, with the DSC group being a reference arm. Results: In the study, 225 consecutive patients (122 = M, median age 49 y, range 20-77 y) were assessed by HD (n = 75), VCE (n = 75) or DCE (n = 75). Further, 31 SSAs were found in 17 patients (7.5%); 45 ALPs were found in 39 patients (17.3%); 7 dysplastic lesions were found in 6 patients (2.7%); adenocarcinoma was found in 1 patient (0.4%). The colonic neoplastic lesions found in each surveillance arm are detailed in Table Neoplasia detection rates were similar amongst the 3 arms of the study (HD: 28%, DCE 22.6%, VCE 17.3%, p = NS). The 3 techniques had similar sensitivity and specificity in detecting DL. HD had a sensitivity of 93.6%, specificity of 85%, PPV 93.6%, NPV 85%, and accuracy 93.85%. DCE had a sensitivity of 86.6%, specificity of 89.6%, PPV 88%, NPV 86.7%, accuracy 87.3%, and VCE had a sensitivity of 92%, specificity of 73.3%, PPV 85.2%, NPV 84.6%, and accuracy 86%.

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)0.005
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 score0.009
Threshold uncertainty score0.029

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0090.001

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 head0.015
GPT teacher head0.272
Teacher spread0.256 · 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
Published2016
Admission routes1
Has abstractyes

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