Modulation of Immunity and Viral‐Host Interactions by Alcohol
Bibliographic record
Abstract
This manuscript represents the proceedings of a symposium at the 2001 RSA Meeting in Montreal, Canada. The organizers/chairs were Gyongyi Szabo and Geoffrey M. Thiele. The presentations were (1) Introduction, by Gyongyi Szabo; (2) Chemokine dysregulation after acute ethanol exposure, by Elizabeth J. Kovacs; (3) Chemokine production and innate immunity in the livers of simian immunodeficiency virus-infected Macaca mulatta following chronic alcohol administration, by Abraham P. Bautista; (4) Influence of ethanol consumption on the severity and progression of hepatitis associated with cytomegalovirus infection, by Laura Sosa and Thomas R. Jerrells; (5) Scavenger receptor involvement in the immune response to the metabolites of chronic ethanol ingestion, by Geoffrey M. Thiele; and (6) Mechanisms of impaired accessory cell functions due to alcohol exposure and hepatitis C infection, by Gyongyi Szabo.
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 | 0.001 | 0.000 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".