Development and internal validation of a risk stratification scoring system for identifying gram-negative ESBL-positive acute cholangitis: A retrospective cohort study

This preliminary scoring system demonstrated high specificity at higher cutoffs, supporting its use as a rule-in tool for identifying patients at high risk of ESBL-producing bacteria in acute cholangitis. However, its moderate sensitivity limits its role as a rule-out strategy. This preliminary internally validated model should not be used to guide routine clinical decision-making without external multicenter validation, and any application must consider local resistance patterns and patient context.

Authors

Institutions

Publication Details

Journal
PLoS ONE
Published
2026-03-17
DOI
https://doi.org/10.1371/journal.pone.0345150
Primary Topic
Gallbladder and Bile Duct Disorders
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Development and internal validation of a risk stratification scoring system for identifying gram-negative ESBL-positive acute cholangitis: A retrospective cohort study

Thanawin Wong, Jaksin Sottisuporn, Nisa Netinatsunton, Tanawat Pattarapuntakul et al.
PLoS ONE
Gallbladder and Bile Duct Disorders
article

Development and internal validation of a risk stratification scoring system for identifying gram-negative ESBL-positive acute cholangitis: A retrospective cohort study

Thanawin Wong, Jaksin Sottisuporn, Nisa Netinatsunton, Tanawat Pattarapuntakul, Phoomjai Sornsenee, Chanchanok Chaochuensuk, Duangkiat Sapsong, Phirada Khongrueang, Panitsara Raksorn, Suppachai Choengdee, Suphajit Nuypud, Kanyakorn Khongchuy, Paisit Kangton, Teerapob Wetchasit, Thanet Oonthae
article en

Abstract

This preliminary scoring system demonstrated high specificity at higher cutoffs, supporting its use as a rule-in tool for identifying patients at high risk of ESBL-producing bacteria in acute cholangitis. However, its moderate sensitivity limits its role as a rule-out strategy. This preliminary internally validated model should not be used to guide routine clinical decision-making without external multicenter validation, and any application must consider local resistance patterns and patient context.

PLoS ONEVol. 21(3)
Prince of Songkla University (TH)
Openalex Percentile: Top 20%
Gallbladder and Bile Duct Disorders
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.