Therapeutic Intervention in Inflammatory Diseases: A Time and Place for Anti‐Adhesion Therapy
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 recruitment of leukocytes from the blood into tissue is central to the development and maintenance of the majority of inflammatory diseases. This multistep process requires a series of leukocyte-endothelial adhesive interactions, involving several families of adhesion molecules. Molecules that block these interactions have been targeted as potential therapeutic treatments for acute and chronic inflammatory diseases. However, many of the anti-adhesion therapy clinical trials have yielded disappointing outcomes. This review discusses some of the animal models that raise questions about the suitability of anti-adhesion therapy to treat certain inflammatory diseases. The authors suggest that it is crucial to understand the underlying mechanisms and time lines of leukocyte recruitment in each affected tissue and inflammatory disease to develop more effective anti-adhesion therapy.
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.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 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 it