From association to causation: a decision-aware framework for reproducible biomarker discovery and precision intervention design in the human gut microbiome.
- DOI
- 10.1093/bib/bbag316
- Published
- 2026 May 4
- Container
- Briefings in bioinformatics
- Publisher
- Not recorded
- Open access
- yes
Credibility signals
limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
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Cite this work
BibTeX
@article{allodium:10.1093/bib/bbag316,
title = {From association to causation: a decision-aware framework for reproducible biomarker discovery and precision intervention design in the human gut microbiome.},
author = {Ascandari A and Aminu S and Benhida R and Rachid D},
year = {2026},
journal = {Briefings in bioinformatics},
doi = {10.1093/bib/bbag316},
url = {https://doi.org/10.1093/bib/bbag316}
}RIS
TY - JOUR TI - From association to causation: a decision-aware framework for reproducible biomarker discovery and precision intervention design in the human gut microbiome. AU - Ascandari A AU - Aminu S AU - Benhida R AU - Rachid D PY - 2026 JO - Briefings in bioinformatics DO - 10.1093/bib/bbag316 UR - https://doi.org/10.1093/bib/bbag316 ER -
APA
A, A., S, A., R, B., & D, R. (2026). From association to causation: a decision-aware framework for reproducible biomarker discovery and precision intervention design in the human gut microbiome.. Briefings in bioinformatics. https://doi.org/10.1093/bib/bbag316
Source records
- pubmed · retrieved 2026-09-25T14:31:11.879Z