Choice of influenza vaccine in people over 65 years old. Analysis of reports from international vaccination advisory committees
Bibliographic record
Abstract
OBJECTIVE: Annual recommendations on influenza vaccine use in different countries are developed by influenza-specific working groups within their Immunization Advisory Committees. Adults aged 65 years and over are included in the groups for which vaccination against influenza is particularly recommended due to the morbidity associated. A variety of influenza vaccines are available, some of which boosted immunity, are licensed for use only in this specific age group, where the immune response to traditional influenza vaccines may be suboptimal. We analyze the main annual recommendations on the use of the influenza vaccine issued by advisory committees on immunization for the population over 65 years of age. METHODS: The latest influenza vaccination guidelines have been selected and the recommendations for people over 65 years of age published by the main vaccination advisory committees have been reviewed. RESULTS: The UK Advisory Committee (JCVI) recommends the use of Quadruvalent Inactivated Influenza Vaccine with Adjuvant (aQIV) or High Dose Quadrivalent Inactivated Influenza Vaccine (QIV-HD). The US committee (ACIP) does not express a preference for any type of vaccine. The Australian committee (ATAGI) preferably recommends adjuvanted influenza vaccine. The advisory committees of Canada and Germany (NACI, STIKO) and the European Center for Disease Control (Ecdc) recommend using any of the age-appropriate flu vaccines available, although they bet on the The UK Advisory Committee (JCVI) recommends the use of Quadruvalent Inactivated Influenza Vaccine with Adjuvant (aQIV) or High Dose Quadrivalent Inactivated Influenza Vaccine (QIV-HD). The US committee (ACIP) does not express a preference for any type of vaccine. The Australian committee (ATAGI) preferably recommends adjuvanted influenza vaccine. The advisory committees of Canada and Germany (NACI, STIKO) and the European Center for Disease Control (Ecdc) recommend using any of the age-appropriate flu vaccines available, although they bet on the use of inactivated quadrivalent flu vaccine high dose at the individual level for those over 65 years.use of inactivated quadrivalent flu vaccine high dose at the individual level for those over 65 years. CONCLUSIONS: It is necessary further studies and improvement in their quality that analyze the different vaccines available and their comparability, although the use of reinforced immunity vaccines is generally recommended in the population over 65 years of age.
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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 | 0.009 | 0.037 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.008 | 0.011 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".