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Your work is more than a byline.

Benchpro turns your published work into evidence-backed expertise, validated by the people who worked alongside you.

Each contribution links to its research source, with optional notes about the work. One peer confirmation is enough; additional co-author reviews add more context.

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Cell SystemsResearch article · 2025

Mapping regulators of stress resilience with pooled CRISPR screening

Authors John · Mary · Eve · et al.

Methods excerpt · pooled screen + scRNA-seq

Evidence source

Methods

A genome-scale CRISPR guide library was introduced across three biological replicates. Cell states were profiled by single-cell RNA sequencing and analysed in a reproducible pipeline.

John

Experimental design 8 skills · 12 papers

From this paper

Designed the CRISPR screen

Expertise level
Led
Public URL
benchpro.ai/profile/0000-0002-…-1047
Source Pooled CRISPR study 3 peer confirmations
Also on profile
  • Flow cytometry
  • Assay design
  • +5 skills · 11 papers

Mary

Data generation 6 skills · 9 papers

From this paper

Ran single-cell RNA sequencing

Expertise level
Took part
Public URL
benchpro.ai/profile/0000-0001-…-3284
Source Pooled CRISPR study 2 peer confirmations
Also on profile
  • RNA extraction
  • Cell culture
  • +3 skills · 8 papers

Eve

Software & analysis 11 skills · 15 papers

From this paper

Built the analysis pipeline

Expertise level
Led
Public URL
benchpro.ai/profile/0000-0003-…-8612
Source Pooled CRISPR study 1 peer confirmation
Also on profile
  • Python
  • Data visualisation
  • +8 skills · 14 papers
Linked source: Pooled CRISPR study, 2025
Benchpro connects one publication byline to John’s CRISPR screen design, Mary’s single-cell RNA sequencing, and Eve’s analysis pipeline. Each contribution has its own expertise level, public profile URL, source, and peer confirmations.

From publication to reviewed contribution

Import a publication, record your contribution, and ask peers to review it.

  1. 01 · Record

    Identify contributions

    Import the publication and identify the specific work you contributed.

    Example imported publication

    Mapping regulators of stress resilience with pooled CRISPR screening

    Cell Systems · 2025 · John, Mary, Eve, et al.

    Contribution record

    John · Designed the CRISPR screen

    Linked source: Pooled CRISPR study

    Awaiting co-author confirmation

    A publication becomes a specific, sourced contribution record.

  2. 02 · Review

    Request peer review

    Ask at least one co-author to confirm the sourced contribution.

    Contribution record

    John · Designed the CRISPR screen

    Linked source: Pooled CRISPR study

    Peer confirmations

    One response confirms the record

    • A. BrownConfirmed
    • L. ChenConfirmed
    • R. KumarConfirmed

    3 peer confirmations

    The first confirmation verifies the contribution; additional responses add more peer context.

  3. 03 · Share

    Make confirmed expertise visible

    Share the confirmed contribution with its source and review status intact.

    Confirmed contribution

    John · Designed the CRISPR screen

    Linked source: Pooled CRISPR study

    Peer-confirmed

    Example opportunity

    Pooled screening study design

    Matched evidence: CRISPR screen design

    Confirmed expertise can be shared without separating it from its evidence.

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