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Record W4413093765 · doi:10.1186/s12876-025-04138-w

Early assessment of treatment response in primary biliary cholangitis: key to timely management

2025· article· en· W4413093765 on OpenAlexaboutno aff
Tomáš Koky, Sylvia Dražilová, Martin Janíčko, Dominika Toporcerová, Jakub Gazda, Peter Jarčuška

Bibliographic record

VenueBMC Gastroenterology · 2025
Typearticle
Languageen
FieldMedicine
TopicLiver Diseases and Immunity
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineHepatologyUrsodeoxycholic acidInternal medicinePrimary biliary cirrhosisGastroenterologyDecompensationBilirubin

Abstract

fetched live from OpenAlex

AIM: The aim of our study was to explore predictive factors associated with compete biochemical response (CBR) in primary biliary cholangitis (PBC) patients treated with ursodeoxycholic acid (UDCA) at month 12 and at last check-up; CBR was defined as both normal bilirubin and ALP levels. We also evaluated hepatic decompensation and prognosis during UDCA treatment. METHODS: We conducted a multicenter retrospective study of PBC patients. We enrolled patients with PBC before the beginning of UDCA treatment (13-15 mg/kg body weight per day) between 1999 and 2024 in 2 hepatology centers in Eastern Slovakia. RESULTS: We enrolled 155 patients in the final analysis, 147 women and 8 men, mean age at diagnosis 57 ± 15 years, the median follow-up was 10 ± 8 years. 29 patients (18.7%) had cirrhosis at diagnosis. Hepatic decompensation occurred in 12 patients during follow-up (7.7%; 95%CI 4-13%). 114 patients (73.5%; 95% CI 66-80%) achieved response to treatment according to Toronto criteria at month 6; CBR after 12 months of treatment was achieved by 41.3% (95% CI 33-50%) of patients; 51 patients (32.9%; 95% CI 26-41%) achieved CBR at last check-up. The OR for achieving CBR at month 12 in Toronto responders at month 6 was 46.36 (95%CI 6.147-349.646); p < 0.001. Of the patients who achieved a response defined by Toronto criteria at month 6, 44.7% of patients achieved CBR at last check-up and 55.3% did not. Out of the patients who did not achieve Toronto at month 6, none achieved CBR at last check-up (0%). Treatment response by Toronto criteria at month 6, CBR at month 12 and absence of liver cirrhosis predicted CBR at last check-up. The odds of decompensation were about 90% lower in patients who achieved treatment response. No case of hepatic decompensation or liver-related mortality during follow-up was observed in patients with CBR at last check-up. CONCLUSION: The assessment of treatment response at month 6 is very accurate predictor of complete biochemical response throughout the course of the disease. For non-responders to UDCA treatment, the addition of second line PBC treatment is indicated. For patients who have not met Toronto criteria at month 6 of UDCA treatment, the addition of second line PBC therapy should be considered.

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)0.007
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 score0.002
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.001
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 head0.013
GPT teacher head0.295
Teacher spread0.282 · 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

Citations2
Published2025
Admission routes1
Has abstractyes

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