The interferon-induced protein kinase R: the base of a riboprotein scaffolding regulating the human immunodeficiency virus.
Bibliographic record
Abstract
The interferon-induced RNA-activated Protein Kinase (PKR) targets the alpha subunit of the eukaryotic translation initiation factor 2 (eIF2α) whose phosphorylation blocks translation initiation of cellular and viral mRNAs. PKR is activated at the beginning of human immunodeficiency virus (HIV) infection by low levels of the HIV Transactivation Response (TAR) RNA and by the cellular PKR Activator (PACT), which contributes to a reduced viral replication. During HIV replication, the viral Tat protein and high production of TAR RNA decrease PKR activation. The cellular TAR RNA Binding Protein (TRBP) and Adenosine Deaminase Acting on RNA (ADAR1) also prevent PKR activation, while HIV expression changes PACT function to become a PKR inhibitor. Therefore, HIV recruits viral and cellular factors to counteract PKR antiviral activity. In addition, PKR antiviral function was positively selected during evolution due to contacts with viral factors inhibiting its function. The riboprotein scaffolding such as the one that inhibits PKR during HIV replication may exist for other antiviral factors.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 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".