Evidence mapPaperPMID 41393125Full record

ArticleFrontiers in medicine2025

Restoring trust in vaccination: listening to patients and acknowledging Post-Acute COVID Vaccine Syndrome.

Matthew Halma, Joseph Varon

Abstract read
In one paragraph

Article in Frontiers in medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Matthew HalmaOpen Source Medicine OÜ, Tallinn, Estonia.
Joseph VaronIndependent Medical Alliance, Washington, DC, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The National Academies of Science, Engineering, and Medicine (NASEM) has defined Long COVID as "an infection-associated chronic condition (IACC) that occurs after SARS-CoV-2 infection and is present for at least 3 months as a continuous, relapsing and remitting, or progressive disease state that affects one or more organ systems." This definition puts the experience of the patient primary, where the decisive factor for diagnosis is a persistent health problem after COVID-19 infection. Ongoing work aims to characterize the biological signature of both Long COVID and Post-Acute COVID-19 Vaccination Syndrome (PACVS), clinicians and researchers are faced with heterogeneous diseases that are not easily captured by a single biomarker. Candidate biomarkers establish spike protein persistence, either through detection of full length spike, the S1 subunit of spike protein, or anti-spike protein antibody positivity. Additionally, to rule out viral reservoirs or active infection as an explanation, anti-nucleocapsid antibody, a hallmark of COVID-19 infection not present in the vaccine, should be negative. Other candidate biomarkers include detection of vaccine sequence mRNA, or sequence differentiation of viral from vaccinal spike through mass spectrometry. Despite candidate biomarkers, medicine is far from a definitive diagnostic test. Lack of diagnosis has created negative experiences for patients and strengthened vaccine hesitancy. An open acknowledgement of vaccine risks is vital to restoring trust in science and medicine and ensuring those injured have access to the care they need.

Indexed as

adverse event following immunization (AEFI)Long COVIDPost-Acute COVID-19 Syndrome (PACS)Post-Acute COVID-19 Vaccination Syndromespike protein

Identifiers

PMID41393125
PMCPMC12698568

What Socratic holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.