THE EVIDENCE TOOLKIT

Read past
the headline.

Clear guides to the numbers, study designs and unanswered questions behind medical research.

Start the reading path
An open notebook and pen beside a coffee cup
Illustrative photograph Image: Freddy Castro / readysetfreddy · CC0
A PLACE TO THINK WITH THE EVIDENCE

Keep the papers side by side.

Record the question, sample, results and limits for up to three studies. Start with a real reporting case study or bring your own paper.

Open your study notebook
LEARN BY CHANGING THE NUMBERS

The risk numbers lab.

Try four invented examples or change the counts. Compare people per 1,000, percentage points and relative change in one view.

Try the interactive lab
BEGIN WITH A QUESTION

What are you trying to understand?

THE RESEARCH GLOSSARY

A useful word, clearly explained.

Find 24 research terms, from absolute risk to systematic review. Each comes with an invented example, a common pitfall and a source you can follow.

Look up a term
BUILD YOUR READING SKILLS

Guides worth keeping

Explore reading collections
A gloved hand positions a culture dish beneath a microscope
Understanding evidence

SCRAMseq: reading a gene variant through a cell’s response

A new single-cell method connects a genetic change with the RNA response around it. Our reading guide examines coverage, comparison labels and the gap between a functional score and a diagnosis.

6 min read · 11 Oct 2026
Microscope image of a human primary ovarian follicle
Understanding evidence

Activated egg cells can persist for months in a mouse tracing study

A genetic label follows an activated oocyte cohort through time. We unpack persistence, developmental competence and the denominator behind a striking ovarian finding.

6 min read · 9 Oct 2026
Pink-stained liver tissue seen under a microscope
Understanding evidence

A lipid pathway helps explain liver repair in experimental models

A time-course study links PLPP2 with experimental liver repair. We connect animal perturbations with human biopsy observations while keeping their causal roles distinct.

6 min read · 9 Oct 2026
Green-stained filaments and blue nuclei in human-derived cells
Understanding evidence

When is a cell atlas complete? A new study asks where to stop

An ecological approach estimates whether sequencing will reveal more cellular clusters. Our guide separates a useful stopping rule from a claim that a tissue is fully understood.

6 min read · 9 Oct 2026
Colour-enhanced electron micrograph of SARS-CoV-2 particles
Understanding evidence

Viral proteins and pancreatic amyloid: what the experiments show

A new laboratory study connects viral proteins with IAPP aggregation and insulin-cell readouts. We separate binding, cell metabolism, secretion and human-risk questions.

6 min read · 9 Oct 2026
Scanning electron micrograph of Escherichia coli bacteria
Understanding evidence

A bacterial membrane supply line reveals its control switch

New structures and functional experiments illuminate LPS transport. We explain what makes a mechanism persuasive and what an antibiotic-development claim would still need.

6 min read · 7 Oct 2026
Microscope image of small-intestinal mucosa and villi
Understanding evidence

Gut microbes carry clues to ancient human migrations

Today’s microbiome study connects shared species with genetic separation. Our guide shows why people, samples, species and inferred history must stay distinct.

6 min read · 7 Oct 2026
Hands holding an agarose gel slab after electrophoresis
Understanding evidence

How the cell’s RNA-splicing machinery finishes the job

A new study reveals stages of spliceosome termination. Our explainer connects structural snapshots, RNA evidence and the question of how cellular machinery becomes ready for reuse.

6 min read · 7 Oct 2026
Transmission electron micrograph of T2 bacteriophages
Understanding evidence

Which phage fits which bacterium? AI narrows the search

Genome-based prediction offers a way to shortlist bacteriophages for laboratory testing. The crucial distinction is between a useful match and a proven treatment.

4 min read · 30 Sep 2026
Fluorescence microscopy of a cell and mitochondria
Understanding evidence

How a cell decides where its front will be

A feedback loop links membrane organization to cell polarity. Reading the mechanism means following the perturbations as well as the images.

3 min read · 30 Sep 2026
Gloved hands using a pipette in a laboratory
Understanding evidence

A lipid signal beside bacterial DNA raises a new question

Microscopy and chemical tracking connect a lipid with stages of bacterial development. Seeing it there is the beginning of an explanation, not the end.

3 min read · 30 Sep 2026
Microscope image of small-intestinal mucosa and villi
Understanding evidence

Where gut risk genes may act: a map of cellular switches

A new intestinal atlas connects genetic signals to candidate regulatory regions. It helps refine biological questions about Crohn’s disease without turning an association into a treatment promise.

4 min read · 30 Sep 2026
A pathologist looking through a microscope in blue and magenta light
Understanding evidence

At the gum barrier, location changes the inflammation story

A spatial cell atlas links epithelial states with their microbial and cellular neighbors. The most useful reading follows the map and then tests the proposed connections.

3 min read · 30 Sep 2026
A coronal T2-weighted MRI image of a human brain
Understanding evidence

How brain cells change across a lifetime

A new human brain atlas offers a closer view of ageing. Its real value lies in the questions it makes possible, rather than a personal biological-age score.

8 min read · 2 Oct 2026
An MRI scanner in an empty scanning room
Understanding evidence

The brain rehearses speech. Can a decoder follow?

New recordings explore silent speech rehearsal. The useful question is how a controlled syllable task might become a reliable communication tool.

7 min read · 2 Oct 2026
Macro photograph of a female Drosophila melanogaster fruit fly
Understanding evidence

A nutrient-sensing protein offers a new clue to longevity

A fruit-fly experiment raises a precise question about ageing: which part of a nutrient response matters? The answer needs to be separated from the much broader promise of living longer.

4 min read · 30 Sep 2026
Red perineuronal nets and blue nuclei in mouse brain tissue
Understanding evidence

A different map of the brain: follow the lipids

A molecular map asks what familiar anatomical boundaries leave out. Here is how to read its colourful regions without mistaking a new classification for a clinical breakthrough.

4 min read · 30 Sep 2026
Hands holding an agarose gel slab after electrophoresis
Understanding evidence

Keeping mRNA on the right reading track

A new laboratory study examines how a modified RNA base can affect protein translation—and how sequence design can reduce a particular reading error.

4 min read · 30 Sep 2026
Transparent hydrogel beads held in a hand
Understanding evidence

Borrowing mucus’s defences to build a bacterial barrier

An engineered sugar-bearing gel inhibits bacterial growth and biofilms in laboratory tests. Its promise depends on more than looking or behaving like natural mucus.

4 min read · 30 Sep 2026
Green-stained filaments and blue nuclei in human-derived cells
Understanding evidence

A molecular address book inside living systems

PRADA tags nearby molecules and adds a way to explore RNA structure. Its value depends on separating proximity, molecular identity and biological function.

3 min read · 30 Sep 2026
A laptop and calculator on a desk
Understanding evidence

Who tested the health app? A review puts independence in focus

A September review asks who produces the evidence behind digital health tools. For readers, the practical task is to inspect both the result and the route that produced it.

3 min read · 29 Sep 2026
Rows of server racks in a data centre
Understanding evidence

The second life of a clinical trial’s data

A new study follows research published after the original trial report. It raises a useful distinction: more papers, new investigators and new participants are three different things.

3 min read · 29 Sep 2026
Juvenile zebrafish with green fluorescence
Understanding evidence

Watching organs talk, one glowing cell at a time

A new imaging method follows activity across transparent fish. The promise is a richer view of physiology; the challenge is proving which connections cause what.

4 min read · 29 Sep 2026
A laptop and calculator on a desk
Understanding evidence

Chatbots knew the answer. Their users often did not.

A randomized study tested the missing link between an AI answer and a person’s decision. Strong model scores did not translate into better choices.

8 min read · 2 Oct 2026
Exposed processor and circuitry on a graphics card
Understanding evidence

When medical image AI follows the wrong story

A benchmark experiment shows why a picture-plus-text score needs a closer look at the words beside the image.

3 min read · 28 Sep 2026
An open notebook and pen beside a coffee cup
Understanding evidence

Did the trial answer the question it started with?

The COMPare project followed trial publications back to their plans. Use its findings to inspect an outcome change without jumping to accusations.

4 min read · 27 Sep 2026
A laptop and calculator on a desk
Understanding evidence

Composite endpoints: what improved, exactly?

A combined outcome can tell a useful story while leaving its most important chapter unresolved. Work through a first-event example and learn what to look for in the component results.

6 min read · 27 Sep 2026
A laptop and calculator on a desk
Understanding evidence

Non-inferiority trials: what the margin really means

“Not unacceptably worse” is a specific statistical question. Four invented confidence intervals show why it is different from equal, better, or simply not statistically different.

6 min read · 27 Sep 2026
An open notebook and pen beside a coffee cup
Understanding evidence

Was this the question the trial set out to answer?

Build a simple document trail from registration to publication, and learn how to investigate changed outcomes without assuming every amendment is misconduct.

6 min read · 27 Sep 2026
Rows of server racks in a data centre
Understanding evidence

The evidence you cannot find can matter, too

A historical audit of large trials shows why a literature search needs a results registry—and why an absent paper is not the same as an absent result.

4 min read · 27 Sep 2026
Gloved hands preparing laboratory samples
Understanding evidence

A 50% reduction. But 50% of what?

A simple way to read absolute and relative risk together — and see what a headline leaves out.

3 min read · 27 Sep 2026
A pathologist looking through a microscope in blue and magenta light
Understanding evidence

When two things move together, what can we conclude?

A worked example shows how different group mixes can create a striking association. Learn what randomization, adjustment and better study design can establish.

9 min read · 27 Sep 2026