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Record W4391163159 · doi:10.1093/ecco-jcc/jjad212.0622

P492 All intestinal ultrasound scores for ulcerative colitis (and IBUS-SAS) strongly correlate with endoscopic activity: a prospective study

2024· article· en· W4391163159 on OpenAlexaboutno aff
Tommaso Innocenti, C. Di Rocco, Erica Nicola Lynch, Siro Bagnoli, Giuseppe Macrí, Francesca Rogai, Beatrice Orlandini, Andrea Bonanomi, Mónica Milla, Stefano Milani, Andrea Galli, Maria Rosa Biagini, Gabriele Dragoni

Bibliographic record

VenueJournal of Crohn s and Colitis · 2024
Typearticle
Languageen
FieldMedicine
TopicColorectal Cancer Screening and Detection
Canadian institutionsnot available
Fundersnot available
KeywordsUlcerative colitisMedicineUltrasoundProspective cohort studyInternal medicineEndoscopic ultrasoundGastroenterologyRadiologyDisease

Abstract

fetched live from OpenAlex

Abstract Background Intestinal ultrasound (IUS) is gaining increasing acceptance as a reliable tool for tight monitoring of ulcerative colitis (UC). Although several IUS scores have been proposed, none has been formally implemented into official recommendations of international scientific societies. This study aims to compare the available IUS score for UC, in terms of correlation with endoscopic activity. Methods Patients with UC ≥ 18 years old undergoing partial or full colonoscopy between April and October 2023 were prospectively included. Endoscopic evaluation of at least the sigmoid colon was mandatory for inclusion, and patients with proctitis (Montreal E1) were excluded. Endoscopic activity was scored with both the Mayo Endoscopic Subscore (MES) and the Ulcerative Colitis Endoscopic Index of Severity (UCEIS), and defined by MES ≥ 1 and UCEIS ≥ 2. IUS was performed within 4 weeks of endoscopy. The Milan Ultrasound Criteria (MUC, Allocca et al.), the UC-IUS score (Bots et al.), the US Score from Parente et al., and the score from Hata et al. were included in the analysis. Applicability of the US Score from Civitelli et al, an IUS score developed for paediatric patients, and the IBUS-SAS, an IUS score validated for Crohn’s disease, was also evaluated. The Spearman’s rank coefficient (rho = ρ) was used to perform correlations, while receiver operating characteristic (ROC) curves were compared with the Hanley & McNeil method. Results Fifty-nine patients were included, of which 59.3% and 50.8% showed any endoscopic activity using the MES and the UCEIS, respectively. Detailed information about the population is reported in Table. All the evaluated IUS scores showed a significant positive correlation with endoscopic activity (p < 0.001), with the UC-IUS score and the US Score from Civitelli et al. outperforming the others both with MES (ρ = 0.745, ρ = 0.762) and UCEIS (ρ = 0.751, ρ = 0.769). The same scores showed the highest Areas Under the Curve (AUC) for detecting a MES ≥ 2 (UC-IUS: 0.841, 95%CI 0.722-0.923, p < 0.001; Civitelli et al.: 0.842, 95%CI 0.724-0.924, p < 0.001) [Figure]. The optimal cut-offs for detecting a MES ≥ 2 with both the MUC and the Civitelli score were similar to that proposed by the Authors (> 5.04 vs > 6.20 and > 2 vs > 1, respectively). Conclusion All the included IUS scores showed good correlation with endoscopic activity. The UC-IUS and the US Score from Civitelli et al. performed better than the others in detecting a MES ≥ 2 and might be suggested to monitor disease activity of UC and intervene early during disease relapse.

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)0.004
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 score0.005
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.001

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 head0.017
GPT teacher head0.290
Teacher spread0.273 · 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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Citations1
Published2024
Admission routes1
Has abstractyes

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