Evidence map›Paper›PMID 42455411›Full record

ReviewTheory in biosciences = Theorie in den Biowissenschaften2026

Ghost trade-offs: negative correlations between beneficial traits may be caused by other mechanisms than trade-offs.

Juhan Javoiš

Abstract readReview
PubMed Publisher
In one paragraph

Review in Theory in biosciences = Theorie in den Biowissenschaften, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

1 author.

Juhan JavoišDepartment of Zoology, University of Tartu, Juhan Liivi 2, 50409, Tartu, Estonia. juhan.javois@ut.ee.ORCID http://orcid.org/0000-0003-1283-9666

Funding

Estonian Research Council PRG2618
6 · The paper itself

Abstract

Although trade-offs are ubiquitous in living nature, they often remain concealed from researchers. Here I describe an opposite possibility: a trade-off may be apparent as a negative across-population correlation between beneficial traits, but not actually present. I describe two simple and mutually non-exclusive mechanisms by which such "ghost trade-offs" can emerge: (a) elimination of the least fit ("double-weak") genotypes, while the moderately fit ("single-weak") trait combinations survive, and (b) evolutionary suicide, i.e., extinction of the most fit ("double-fit") lineages. Such "ghost trade-offs" may be common in nature and should be recognized and distinguished from real trade-offs.

Indexed as

Biological EvolutionAnimalsBiodiversityExtinction, BiologicalGenetic FitnessGenotypeModels, GeneticPhenotypeSelection, GeneticCollider biasEvolutionary suicideGlobal biodiversityMacroevolutionary trade-offsSpecies selectionSurvivor bias

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.