A New Intranasal Influenza Vector-Based Vaccine TB/FLU-04L Against Tuberculosis: Preclinical Safety Studies
Bibliographic record
Abstract
Abstract A recombinant vector vaccine TB/FLU-04L for the prevention of tuberculosis was developed in RIBSP CS MES RK and SRII. The vaccine is based on the attenuated influenza strain Flu NS106/ESAT-6_Ag85A expressing mycobacterial antigens Esat-6 and Ag85A. This research aimed to conduct pre-clinical safety studies of the vaccine as one of the basic and mandatory stages in the development and introduction of immunobiological preparations. The studies were performed at the research centers of the Republic of Kazakhstan and the Russian Federation. The experiment was conducted on ferrets, monkeys, and rabbits. The TB/FLU-04L vaccine was administered intranasally (7.5 lg TCID50/animal). The clinical signs, body weight, temperature, hematological parameters, and local irritant effects were monitored throughout the study. The results of the study demonstrated the safety of the TB/FLU-04L intranasal vector vaccine against tuberculosis since its administration in laboratory animals led to no adverse effects in any of the monitored parameters. No influenza A virus particles were isolated from samples of nasal washes.
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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 | 0.009 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.004 |
| Insufficient payload (model declined to judge) | 0.002 | 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".