ONIMACHAIN LEARNING LAB / 10 FIELD NOTES

Learn to spot what the research really says.

Peptide claims move fast. A study becomes a headline, a headline becomes a post, and the details can disappear along the way. These interactive lessons show you how to tell the difference.

Start with the viral claim lesson Explore all lessons ↓

No medical advice. No certainty theater. Just better questions.

CLAIM TRANSMISSION / CONCEPTUAL EXAMPLE01 : 05
01 / ORIGINAL STUDYA result appears in a rat tendon study.

Species and experimental conditions are named.

STUDY → CLAIM

Illustrative wording, not a quotation. See the sourced, interactive lesson ↗

WHY THIS LAB EXISTS

Why come here?

01 / READ THE STUDYUnderstand what researchers actually measured.

02 / FOLLOW THE CLAIMSee how wording changes as research moves online.

03 / KNOW THE LIMITSLearn where animal, cell, and early-stage research stops.

THE EXHIBIT INDEX / 10 LESSONS

Choose a thread to pull.

One lesson is live. The others have useful previews while the full interactions are being built.

CLAIMS / 03

How research changes as it travels online.

  1. 01 / 10LIVE
    Claims

    How a study turns into a viral post

    Drag from the original study to the viral version and watch what gets dropped along the way.

    Enter interactive lesson
  2. 05 / 10FORMING
    Claims

    Happened after is not caused by

    Two things happening together does not prove one caused the other.

    Open lesson preview
  3. 07 / 10FORMING
    Claims

    Ten thousand posts. One story.

    Many reposts can trace back to one account. Repetition is not independent evidence.

    Open lesson preview

RESEARCH BASICS / 04

What a study tested, and what it cannot settle.

  1. 02 / 10NEXT UP
    Research basics

    Why a rat result is still a rat result

    Animal studies can reveal biological signals. They do not automatically tell us what happens in people.

    Open lesson preview
  2. 03 / 10FORMING
    Research basics

    Cells in a dish are not a body

    “In vitro” means studying cells outside a living body. It can suggest a mechanism without proving a whole-body effect.

    Open lesson preview
  3. 04 / 10FORMING
    Research basics

    One lab, ten papers, one finding

    Ten papers from one research group are not ten independent confirmations.

    Open lesson preview
  4. 08 / 10FORMING
    Research basics

    How to read a study in five minutes

    Find the question, method, result, and limitation before trusting a repeated headline.

    Open lesson preview

BIOLOGY / 01

How a signal can start without proving an outcome.

  1. 06 / 10FORMING
    Biology

    How a peptide talks to a cell

    A peptide can bind to a receptor and start a signal. That mechanism alone does not prove an outcome.

    Open lesson preview

CLINICAL DEVELOPMENT / 02

How evidence moves toward people.

  1. 09 / 10FORMING
    Clinical development

    Phase I, II, III: what the numbers mean

    Clinical development moves through different questions; a phase label is not an approval.

    Open lesson preview
  2. 10 / 10FORMING
    Clinical development

    A study vs. a story

    A controlled study and a personal experience can both be useful. They answer different questions.

    Open lesson preview

NEW TO THIS? / SUGGESTED ORDER

Take the beginner path.

Start with how a claim changes. Then learn what each kind of evidence can—and cannot—tell you.

Show the 10-lesson route
  1. 01A study vs. a storyFORMING
  2. 02Why a rat result is still a rat resultNEXT UP
  3. 03Cells in a dish are not a bodyFORMING
  4. 04How a study turns into a viral postLIVE
  5. 05One lab, ten papers, one findingFORMING
  6. 06How a peptide talks to a cellFORMING
  7. 07Phase I, II, III: what the numbers meanFORMING
  8. 08How to read a study in five minutesFORMING
  9. 09Ten thousand posts. One story.FORMING
  10. 10Happened after is not caused byFORMING

THE ONIMACHAIN APPROACH

The point isn't to tell you what to believe.

The point is to help you see how the evidence was built, where the claim came from, and what is still unknown.