New Reader Guide

Start with the question. Follow the evidence.

ANTIVAX.co.uk examines claims rather than asking readers to choose a side. This short guide explains the terms and reasoning used across the site.

1

How to read evidence

First identify the question and the type of source. Then check the study design, population, comparison, outcome, risk of bias, uncertainty and whether the conclusion agrees with the wider evidence.

Give more weight to evidence that is well designed, reproducible and directly relevant. Do not treat a headline, abstract, report count or isolated study as the whole evidence base.

Read the full guide →

2

What counts as a claim

A claim is a statement that can be checked against evidence. It might say that something causes an outcome, changes a risk, is effective or ineffective, or that a report or study proves a conclusion.

Before judging it, rewrite the claim precisely: which vaccine, which population, which outcome, what time period and what comparison? Broad wording can hide several different questions.

See claims in context →

3

How safety signals work

A safety signal is information suggesting a possible new or changed risk that should be investigated. Signals can come from spontaneous reports, studies, health records or other surveillance.

A signal is not the same as a confirmed side effect. Investigators assess timing, patterns, exposure, background rates, alternative explanations and other evidence before deciding whether causation is supported.

See how monitoring works →

4

How scientific consensus forms

Consensus is the broad conclusion that develops when multiple relevant lines of evidence are repeatedly assessed by researchers, reviewers, regulators and professional or public-health bodies.

It does not require every expert to agree, and it is not a vote that replaces evidence. A consensus is stronger when findings are consistent across high-quality studies and reviews, and it can change when important new evidence changes the balance.

Learn how studies are assessed →

Three distinctions used throughout this site

After does not automatically mean because of. Timing matters, but it is not sufficient on its own to establish causation.

A signal is not a verdict. It is a reason to investigate.

Uncertainty is not ignorance. Evidence can support a conclusion with a stated degree of confidence while leaving some questions unresolved.

Reading rule: match the strength of your conclusion to the strength, relevance and consistency of the evidence.

Editorial and methodology sources

ANTIVAX.co.uk — Medical Evidence Review Policy

ANTIVAX.co.uk — Editorial Standards

WHO — causality assessment of an adverse event following immunisation

Cochrane Handbook — considering bias

Educational scope

This guide provides general evidence-literacy information. It does not diagnose, recommend treatment or decide whether an individual should receive a vaccine. Personal medical questions should be discussed with a suitably qualified healthcare professional.