Respiratory syncytial virus (RSV) vaccination recommendations in older adults
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
ABSTRACT: Respiratory syncytial virus (RSV), first linked to severe respiratory illnesses (bronchiolitis or pneumonia) in infants and children, is now recognized as a serious problem in older adults. Since the 1970s, RSV outbreaks have been observed in various long-term care facilities housing older adults. Various studies highlighted that RSV is a major driver of illness in older adult community-dwelling populations. Recently, in Canada, three vaccines, Arexvy, Abrysvo, and mResvia, have been authorized for use in older adults to prevent RSV-related lower respiratory tract disease. The National Advisory Committee on Immunization (NACI) strongly recommends immunization programs for certain older adult populations, particularly those at an increased risk of severe RSV disease. Health care providers, including nurse practitioners (NPs), should discuss RSV vaccination with older adult patients due to their increased likelihood of comorbidities and age-related changes, such as immunosenescence and inflamm-aging, that increase their risk for severe disease. Monitoring of RSV vaccine efficacy and safety is ongoing. The purpose of this article is to inform NPs about the recent development of these vaccines, summarizing the safety and efficacy information and presenting a decision tree to help NPs make vaccine recommendations for nonpregnant adults.
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.
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 | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it