Bibliographic record
Abstract
Cardiolipin antibodies have been considered to be a hallmark or marker of the antiphospholipid syndrome, a disorder associated with an increased risk of cerebrovascular events and pregnancy loss.Prior studies have shown increased cardiolipin antibodies in celiac disease, and even higher in some studies of treated celiac disease with a gluten-free diet.Still, limited clinical follow-up in these studies did not permit exploration of an increased risk of cardiovascular events.This study explored this paradigm in 28 celiac disease patients, treated with a gluten-free diet, defined by histopathological evidence of normalization of small intestinal mucosa.Here, in celiacs on a lifelong gluten-free diet, no increased cardiovascular risk, as reflected in clinically evident thrombotic or embolic events, was identified despite follow-up for up to 34 years.Cardiolipin antibodies in gluten-free diet treated celiac disease could represent a marker of risk, but this was defined here despite long-term clinical follow-up over many decades.
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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".