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Research & Data · TASK TOOLKIT

Refresh a literature map from a checked seed set

Refresh a literature map using papers, a previous review date, and inclusion rules. Separate newly discovered papers from new publications, verify identifiers and source records, and explain what each retained item changes. Deliver an update log that a reviewer can audit and extend next time.

For: Research teams updating a previous review without restarting an unrestricted literature search.

An open research book is surrounded by blank reference cards, colorful annotation tabs, a magnifier and organized documents.
AI-generated task illustration · ToolAdvisor · Source-based guidance
YOUR STARTING MATERIAL

Provide the checked bibliography, previous search cutoff, seed identifiers, inclusion rules, review question, and prior evidence map.

YOUR STARTING OPTIONS

Semantic Scholar · ResearchRabbit · Litmaps

THE FINISHED DELIVERABLE

A deduplicated candidate list, inclusion decision log, changed evidence map, and a concise update note.

The situation

Your team completed a review six months ago and now needs an update before revising an evidence brief. The bibliography contains a seed set, inclusion decisions, and a review cutoff. A discovery tool may surface older papers as well as publications, so a list labeled new is insufficient. Follow the citation neighborhood, verify dates and versions, and document which additions alter the existing map rather than rebuilding the review blindly.

Build a small, reviewable version

  1. Freeze the previous baseline

    Record the last review date, checked seed identifiers, inclusion rules, and version of the existing evidence map. Separate the publication date from the date your team discovered a paper. Define which changes would matter to the current question before browsing a larger citation neighborhood.

    Check: The update has a named baseline, cutoff, and explicit inclusion rules.

  2. Collect related candidates

    Explore papers connected to the seed set through the selected discovery tools. Record identifiers, available publication dates, discovery route, and a brief relevance note. Include older missed papers in a separate group so they are not presented as research published after the previous review cutoff.

    Check: Each candidate records its identifier, date, discovery route, and relevance.

  3. Verify records and decisions

    Open the publisher or other authoritative paper record to confirm title, authors, date, and version. Deduplicate records that describe the same work. Apply the inclusion rules and manually inspect any correction or retraction notice relevant to a retained paper, recording the actual source checked.

    Check: Retained papers have verified records and explicit inclusion or exclusion decisions.

  4. Explain what changed

    Add retained papers to the existing map noting changes in population, method, findings, or uncertainty. Draft an update distinguishing changed conclusions from new support. Preserve the candidate log and the cutoff so the next update can start from this baseline.

    Check: The update explains each addition's effect and records the next baseline.

Your acceptance checklist

  • New publications and older newly discovered papers appear in separate groups.
  • Identifiers and source records support deduplication and version decisions.
  • Every retained or excluded candidate has a reason tied to the scope.
  • The update states which conclusions changed and which remain the same.

Where the process can go wrong

  • A discovery date can be mistaken for the paper's publication date.
  • Preprints and published versions can inflate the apparent amount of new evidence.
  • A fresh citation list does not explain whether the prior conclusion changed.

Choose the workflow deliberately

Consider Semantic Scholar, ResearchRabbit, and Litmaps as discovery candidates around the seed set. Compare the relevance and traceability of their additions, rather than the length of the list. Verify records, since a connected paper still needs an inclusion decision and may not change the conclusion.

A working brief to copy

Help update [EXISTING EVIDENCE MAP] from [PREVIOUS REVIEW CUTOFF] using [CHECKED SEED IDENTIFIERS] and [INCLUSION RULES]. Create a candidate log with identifier, publication date, discovery route, relevance, and decision status. Separate recent publications from older papers newly found. Flag possible duplicate versions and records requiring publisher verification. For each retained paper, explain what it adds to [REVIEW QUESTION] and whether it changes a prior conclusion. Preserve uncertain dates and unavailable sources as open checks rather than inventing confirmation.

Tool context and original sources

This is an editorial task plan using the products’ published positioning, rather than a record of controlled product testing. The steps describe a trial for you to run. Confirm current access and terms, and review each tool’s limitations.

YOUR STARTING TOOLKIT

Meet the candidates.

Semantic Scholar

Search scientific literature and discover connections between papers and research topics.

Research & Data

ResearchRabbit

Grow a reading list from seed papers and visualize connections to related research.

Research & Data

Litmaps

Map literature connections, discover related papers and monitor a research topic.

Research & Data
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