Keeper workflows

Two aquarium papers, one experiment?

Link aquarium study reports to their actual cohorts before counting independent experiments.

By FishyMag · Published

Original evidence audit · Not a clinical review or treatment recommendation.

Quick answer

Papers A and B in the worked case describe the same cohort, T1. Paper C documents T2 separately. The dossier therefore contains three reports on two cohorts; the extra behaviour outcome is useful but is not an extra replication.

Photograph of rows of small tagged aquariums in the zebrafish laboratory at the Weizmann Institute.
An actual zebrafish facility. The tank tags illustrate why records need stable cohort and tank identifiers; no connection to the fictional cohorts or papers is implied. Resized on a white canvas and converted to WebP. The adapted photograph retains CC BY-SA 4.0. Photo: Deror_avi. Fish Laboratory in Weizmann Institute IMG 8814 · CC BY-SA 4.0.

Count the animals and tanks behind the papers

Fictional paper A reports survival for T1 at facility F during March 2025. Paper B names T1, the same twelve tanks, allocation and dates, explicitly citing A, and adds behaviour observations. Paper C documents a separate T2 cohort at the same facility in June with its own allocation. Cochrane’s reporting guidance recommends linking records to the underlying study before synthesis.

Write one linked row for each reported outcome

Do not discard B just because it shares a cohort. Preserve its distinct measurements while recording dependence.

Write one linked row for each reported outcome: worked table
PaperCohort evidenceTreatment of report
AT1, March, same twelve tanks as BKeep survival record linked to T1
BT1, matching dates and allocation; cites AKeep behaviour linked to T1
CT2, June, separately documented allocationSeparate cohort
Alternative BFacility and tank count only; dates and IDs missingPossible overlap; linkage unresolved

Do not resolve a missing link using a familiar author name

Shared authors, a facility or similar tank counts can raise a linkage question. They do not prove reuse. When decisive details are absent, preserve a possible-overlap note so the two papers cannot be added as independent evidence by default. The completed case shows two cohorts, not how many independent experimental units each design provides.

Use your own details

Two aquarium papers, one experiment? worksheet

Download the editable text file, fill it in on your device and keep it with the relevant record. This blank worksheet records your information; it does not verify entries or approve treatment.

  1. Report ID and location of cohort statement
  2. Facility and dates
  3. Cohort or protocol ID
  4. Tank allocation and sample counts
  5. Explicit reference to related report
  6. Shared and separate outcomes
  7. Link confirmed, separate or unresolved
Download worksheet (.txt)

Put it into practice

Your checklist

  • Compare cohort IDs, dates and allocation records.
  • Keep all useful outcomes without counting the cohort twice.
  • Mark possible overlap when identifiers are missing.

Sources and scope

This article distinguishes manufacturer statements from FishyMag’s own workflows and arithmetic examples. Linked formulation records retain their own evidence dates; publishing this article does not refresh those records.

AI-assisted writing and development. Not hands-on product testing or veterinary review. How we publish →

FishyMag reports what manufacturers say, quoted and linked. It does not diagnose illness or recommend a treatment, and it never infers that a product is safe from the absence of a warning — where no statement exists, it says so.

Formulations change. Always read the label on the bottle in your hand, and contact the manufacturer if your tank contains anything valuable or unusual.

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