Role of chemokines and chemokine receptors in the gastrointestinal tract
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The pathological association between leucocytes and gastrointestinal diseases has long been recognized. Chemokines are a large family of chemotactic cytokines whose fundamental role is the recruitment of leucocytes to tissues. Although chemokines and their receptors are considered to be mediators of inflammation and tissue injury in several inflammatory diseases, their precise role in the pathophysiology of gastrointestinal diseases remains incompletely understood. Nonetheless, by virtue of their expression and localization at sites of gastrointestinal tissue injury and inflammation, a number of investigators have suggested a vital role for chemokines and their receptors in the pathophysiology of gastrointestinal diseases. This short review examines the role of chemokines and their receptors in the gastrointestinal tract with an emphasis on their involvement in the regulation of intestinal and hepatic inflammation.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 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 | 0.001 |
| 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 it