Development of vaccine for "hepatitis C" (Papaya mosaic virus as an expression vector for foreign epitopes)
Bibliographic record
Abstract
This work focuses on the use of Papaya Mosaic Virus (PMV), a plus-sense RNA potexvirus that forms rodshaped particles, for high yield production of Hepatitis C virus (HCV) epitopes. We produced PMV clones in which an epitope from the HCV core gene was inserted into the N-terminus of the PMV capsid gene. Furthermore the infectivity and functionality of these clones and weather they retained HCV sequences post infection was assayed. The preliminary results indicate that the clones are weakly infectious and in those cases that infections do occur and lesions are produced, it seems that the HCV sequence is lost. This could be due to homologues recombination in clones containing two copies of the capsid gene. Future work will focus on optimization of foreign inserts through further work on PMV clones containing one copy of the capsid gene in which the HCV sequence has been inserted.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".