Evidence map›Paper›PMID 42328291›Full record

ArticleArXiv2026

Tree-Structured Orthonormal Decomposition of the Aitchison Simplex.

Daisuke Yamada, Qijun Zhang, Travis Pence, Barbara B Bendlin, Federico Rey, Vikas Singh

Abstract readPreprint
In one paragraph

Article in ArXiv, 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

6 authors.

Daisuke YamadaUniversity of Wisconsin Madison, Madison WI, USA.
Qijun ZhangUniversity of Wisconsin Madison, Madison WI, USA.
Travis PenceUniversity of Wisconsin Madison, Madison WI, USA.
Barbara B BendlinUniversity of Wisconsin Madison, Madison WI, USA.
Federico ReyUniversity of Wisconsin Madison, Madison WI, USA.
Vikas SinghUniversity of Wisconsin Madison, Madison WI, USA.

Funding

CRCNS: Repurposing Transformers to Characterize Gut Microbiome & Aging Brain AxisR01AG092220 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI Barbara Brigitta Bendlin, Federico E Rey · 2024 to 2026
$1.1M
NIA NIH HHS R01 AG092220
6 · The paper itself

Abstract

Compositional data-vectors encoding relative proportions-arise across scientific domains, including ecology, geochemistry, and genomics. The features in these data often come with known hierarchical structure (e.g., taxonomies, phylogenies, ontologies), yet existing methods either ignore this structure, discard the intrinsic Aitchison geometry, are designed for binary trees, or yield incomplete coordinate systems. We describe

Identifiers

PMID42328291
PMCPMC13278259

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.