> ## Documentation Index
> Fetch the complete documentation index at: https://docs.consensus.app/llms.txt
> Use this file to discover all available pages before exploring further.

# Snowball from one paper to a reading list

> Start from one paper you trust and triangulate similarity, citations, and references to find every adjacent study, then map the gaps.

<iframe width="100%" height="400" src="https://www.youtube.com/embed/YvrcZbLCips" title="How to Snowball From One Research Paper to a Full Reading List" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen />

One trusted paper is enough to find the literature around it. Three signals help: papers that look similar, papers that cite it, and papers it cites. This tutorial uses Cryan & Dinan (2012), *Mind-altering microorganisms*, on the gut microbiome and depression.

**You'll learn how to:**

1. Find semantically similar papers from a single seed
2. Build a research timeline from the collected set
3. Generate a research gaps matrix showing what topics and populations are missing

## Step 1: Find the seed and its neighbors

```text theme={null}
Find the paper "Mind-altering microorganisms" (Cryan & Dinan, 2012), then find
other similar papers.
```

Research Agent locates the paper, searches on signals from its abstract and full text for semantically similar work, and walks the citation graph in both directions. From over a million candidates it deduplicates to 99 close matches and analyzes the top 20. Scroll the sidebar and click **Show more** for the full list.

## Step 2: Visualize coverage and gaps

```text theme={null}
Create a research timeline and a research gaps matrix showing what the
collected studies cover or miss.
```

Consensus builds a timeline of when each paper was published relative to the seed, then a gaps matrix. In the example, only one paper covers human clinical trials of short-chain fatty acids and metabolites.

## Step 3: Fill the gaps

```text theme={null}
Find me papers from the last 5 years that fill in the gaps mentioned.
```

Consensus runs a parallel search for each major gap, with a 5-year recency filter on every one.

<Tip>
  Hover any paper and click the **bookmark** to save it to your [Library](/core-features/library) as you go.
</Tip>

## Save papers as you find them

Click the **bookmark** on any paper to save it, or the bookmark at the top of the page to save the whole thread. Pick an existing Collection or create a new one. Collections can be nested by choosing a parent under **Create in**.

<Frame caption="The bookmark on a paper and at the top of the thread.">
  <img src="https://mintcdn.com/consensus-f7e6ffce/wHajK_wM4l0mxqJf/images/help/my-library-04.png?fit=max&auto=format&n=wHajK_wM4l0mxqJf&q=85&s=eb05f747739795b7c575d33c3f4d253b" alt="A search result with the save-paper bookmark highlighted and the Collection picker open" width="1600" height="956" data-path="images/help/my-library-04.png" />
</Frame>

## Review every paper the thread used

Click **References** in the top right. The dropdown switches between **All cited papers** (everything across the thread) and **By message** (papers behind one specific search). Tick papers here to save several at once or attach them to a follow-up.

<Frame>
  <img src="https://mintcdn.com/consensus-f7e6ffce/wHajK_wM4l0mxqJf/images/help/threads-04.png?fit=max&auto=format&n=wHajK_wM4l0mxqJf&q=85&s=5acfcf8af86e425a69811b2d667a7d67" alt="The References panel with the All cited papers / By message dropdown open" width="1495" height="782" data-path="images/help/threads-04.png" />
</Frame>

## Related tutorials

<CardGroup cols={2}>
  <Card title="Trace citations" href="/search-basics/trace-citations" icon="git-branch" />

  <Card title="Fill gaps in a Collection" href="/search-basics/fill-collection-gaps" icon="layout-grid" />
</CardGroup>
