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Record W4413923408 · doi:10.1016/j.gastha.2025.100788

Prospective Multicenter Longitudinal Measurement of Liver Stiffness in School-Age Children With Cholestatic Liver Disease

2025· article· en· W4413923408 on OpenAlexaff
Benjamin L. Shneider, Nathan P. Goodrich, Wen Ye, Jean P. Molleston, Daniel H. Leung, Ronald J. Sokol, Laurel Cavallo, Kasper Wang, Pamela L. Valentino, James E. Squires, Shikha S. Sundaram, Philip Rosenthal, René Romero, Alexander Miethke, Kathleen M. Loomes, Rohit Kohli, Saul J. Karpen, Binita M. Kamath, M. Kyle Jensen, Jorge A. Bezerra, Lee M. Bass, John C. Magee

Bibliographic record

VenueGastro Hep Advances · 2025
Typearticle
Languageen
FieldMedicine
TopicLiver Disease Diagnosis and Treatment
Canadian institutionsHospital for Sick Children
FundersNational Center for Advancing Translational SciencesNational Institute of Diabetes and Digestive and Kidney DiseasesNational Institutes of Health
KeywordsMedicineLiver diseaseProspective cohort studyLongitudinal studyDiseaseCenter (category theory)Internal medicinePediatricsPathologyChemistry

Abstract

fetched live from OpenAlex

Background and Aims: A multicenter prospective longitudinal study of vibration-controlled transient elastography (VCTE) in school-age children with biliary atresia (BA), alpha-1 antitrypsin deficiency (a1-AT) and Alagille syndrome (ALGS) was undertaken to test the hypothesis that there would be measurable disease progression over 2 years. Methods: Vibration-controlled transient elastography was performed annually for 2 years in children with BA, a1-AT and ALGS. Results: Valid liver stiffness measurement (LSM) was determined at baseline/second follow-up in 254/180 (71%), 104/58 (56%) and 100/61 (61%) participants (mean elapsed time 2.27 years) with BA, a1-AT and ALGS, respectively. Modeling did not reveal a relationship between LSM and time since baseline: BA 1.2% (-1.6, 4.2%), a1-AT 0.1% (-3.8, 4.2%), and ALGS 3.6% (-2.9, 10.5%) LSM (% change/year; mean [95% confidence interval]). Similarly, mean LSM did not change significantly from baseline to visit 2 (BA 13.6 + 11.0 vs 15.1 + 12.8; a1-AT 7.8 + 5.1 vs 8.5 + 7.6; ALGS 10.6 + 9.4 vs 12.2 + 12.1 kPa, mean + standard deviation). Albumin and total bilirubin levels did not change in these participants. Platelet counts dropped at rates that were similar to a national representative sample, the National Health and Nutrition Examination Survey (ie, 5000 to 7000/μL per year). Conclusion: Surprisingly, longitudinal measurement of LSM and laboratory parameters of liver disease severity over 2 years in school-age children with compensated BA, a1-AT, and ALGS did not reveal significant change, consistent with slow progression of cholestatic liver disease in this age group. These findings have implications for both clinical care and interventional trials in this patient population.

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)0.002
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 score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.012
GPT teacher head0.263
Teacher spread0.250 · 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
Published2025
Admission routes1
Has abstractyes

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