Summary of the National Advisory Committee on Immunization (NACI) Supplemental Statement on Recombinant Influenza Vaccines
Bibliographic record
Abstract
Background: Recombinant protein technology is a novel platform for influenza vaccine manufacturing that differs significantly from existing egg-based and mammalian cell culture-based technologies. Supemtek™ is the first and, to date, the only recombinant quadrivalent influenza vaccine (RIV4) authorized for use in Canada in adults aged 18 years and older. The objective is to review the available evidence for efficacy, effectiveness, immunogenicity and safety of RIV4, and to summarize the National Advisory Committee on Immunization (NACI) recommendation regarding the use of Supemtek. Methods: in a written protocol. NACI evidence-based process was used to assess the available evidence and develop a recommendation regarding the use of Supemtek. Results: Ten eligible studies were included in the evidence synthesis. One randomized controlled trial (RCT) in adults aged 50 years and older provided evidence that RIV4 may potentially offer improved protection against laboratory-confirmed influenza A infection compared to standard egg-based influenza vaccines. Data from eight RCTs assessing immunogenicity and five RCTs and one post-marketing surveillance study assessing safety indicated that Supemtek is a safe, well tolerated, and immunogenic alternative to conventional egg-based influenza vaccines for adults. Conclusion: There is fair evidence that Supemtek is effective, safe, and has non-inferior immunogenicity to comparable vaccines, based on direct evidence in adults 18 years of age and older; thus, NACI recommends that Supemtek may be considered among the seasonal influenza vaccines offered to adults 18 years of age and older for their annual influenza vaccination.
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 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 | 0.047 | 0.135 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.003 | 0.004 |
| Bibliometrics | 0.006 | 0.005 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.006 | 0.002 |
| Research integrity | 0.018 | 0.013 |
| Insufficient payload (model declined to judge) | 0.051 | 0.039 |
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".