Changes in disease characteristics of primary biliary cholangitis: An observational retrospective study from 1982 to 2016
Bibliographic record
Abstract
AIM: Disease characteristics of primary biliary cholangitis have changed recently. However, detailed studies on the subject have been limited. Therefore, we aimed to clarify disease characteristics of patients with recent primary biliary cholangitis using the cohort from Niigata University and 21 affiliated hospitals. METHODS: Overall, 508 patients were enrolled in this study from 1982 to 2016, divided into three cohorts according to their year of diagnosis: ≤1999, 2000-2009 and ≥2010. We compared differences in clinical characteristics, response to ursodeoxycholic acid and prognosis. RESULTS: The male-to-female ratio increased incrementally from 1:16.4 (≤1999) to 1:3.8 (≥2010) (P < 0.001). In women, the median age at diagnosis increased incrementally from 54.0 years (≤1999) to 60.5 years (≥2010) (P < 0.001) and serum albumin decreased gradually (P = 0.001), which might have affected the increase in the Fibrosis-4 Index and albumin-bilirubin score. The ursodeoxycholic acid response rate according to the Barcelona criteria increased incrementally from 26.7% (≤1999) to 78.4% (≥2010) (P < 0.010), and those according to other criteria (Paris-I, Rotterdam and Toronto) were approximately ≥80% in all cohorts. Ten-year survival rate in the ≤1999 and 2000-2009 cohorts were 98.6% and 95.6%, respectively. These earlier cohorts were also characterized by a higher rate of asymptomatic state and mild histology (83.5% [≤1999] and 84.7% [2000-2009], and 93.6% [≤1999] and 91.1% [2000-2009]). CONCLUSIONS: Patients with primary biliary cholangitis were characterized by older age at diagnosis and an increase in male to female ratio as well as higher response rates of ursodeoxycholic acid and longer survival, resulting from the early recognition of primary biliary cholangitis.
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".