Interferon and Interferon-Induced Chemokine Expression Is Associated with Control of Acute Viremia in West Nile Virus-Infected Blood Donors
Bibliographic record
Abstract
To understand early host responses controlling West Nile virus (WNV) infection, acutely viremic blood donors, identified by nucleic acid amplification testing, were enrolled and monitored for RNA-clearance and WNV-specific IgM and IgG antibodies. Viral load and chemokine and cytokine assays were performed on serial samples from donors whose index and first follow-up samples tested negative for IgM. A total of 84% of the specimens obtained from viremic donors before IgM/IgG seroconversion demonstrated a decreasing viral load. Levels of interferon (IFN)-alpha were significantly increased before IgM seroconversion, relative to those in control specimens. CXCL10 and CCL2 were significantly elevated in donor specimens obtained before IgM seroconversion, compared with those obtained after IgM seroconversion. These findings suggest that IFN-mediated innate immunity plays a key role in initial control of WNV replication.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| 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 | 0.002 |
| 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".