Adjuvant-attenuated symptom severity of influenza infections in vaccinated children
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
Background: Young children are at high risk for developing complications of influenza, as well as severe clinical presentation of disease. Vaccination provides direct protection and reduces symptom severity in breakthrough infections. We assessed whether adjuvanted trivalent seasonal influenza vaccine is associated with symptom severity in children who developed laboratory-confirmed influenza, as compared to children who received quadrivalent inactivated influenza. Methods: A cluster randomized controlled trial of influenza vaccines in Canadian Hutterite colonies was conducted from the 2016-2017 to the 2018-2019 influenza season. Children were vaccinated with either quadrivalent inactivated influenza vaccine (QIV), or the MF59 adjuvanted trivalent influenza vaccine (aTIV). We assessed children who developed PCR-confirmed influenza infection for symptom severity outcomes using multivariable generalized negative binomial regression. Results: Among vaccinated children, 49 infections were observed across 1779 person-days. Vaccine formulation (aTIV vs QIV) was not significantly associated with composite symptom outcomes, including total number of symptoms or total duration of symptom presentation (p > 0.05 for all outcomes). Receipt of aTIV vaccination was significantly associated with attenuation of fever, with an estimated 74% reduction in fever severity. In influenza A type infections, adjuvanted vaccination was significantly associated with reduced systemic symptoms (incidence rate ratios: 0.16, 95% confidence intervals: 0.03, 0.64, p = 0.01). No associations were observed between vaccine formulation and symptom severity in influenza B infections. Conslusions: In vaccinated children who develop an influenza infection, vaccine formulation was associated with attenuated fever severity, leading to reduced systemic symptoms. In influenza A infections, adjuvanted vaccination was significantly associated with reduced systemic symptoms. Clinical Trials Registry: NCT02871206
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| 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