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Von Stanford SNAP / GEARS authors →
Predicting transcriptional perturbation outcomes. Cross-cell-type transfer is not supported by the documented scope; combinatorial prediction requires combinatorial training examples.
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Predicting transcriptional perturbation outcomes. Cross-cell-type transfer is not supported by the documented scope; combinatorial prediction requires combinatorial training examples.
Informationen mit einer offiziellen Primärquelle abgeglichen; kein Praxistest. Quelle · Zuletzt geprüft: 15/09/2026, 19:45:19 UTC
Use this citation format when referencing GEARS in scientific publications and benchmark papers.
@software{gears_2026,
title = {{GEARS}},
author = {{Stanford SNAP / GEARS authors}},
year = {2026},
url = {https://github.com/snap-stanford/GEARS},
note = {Indexed on aibioatlas - AI for Biology and Drug Discovery}
}Live scientific citations queried from Europe PMC and PubMed for GEARS.
Missing values mean the catalog has no recorded information. They do not mean a feature is absent.
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GEARS Scientific Architecture · Credit: Stanford SNAP / GEARS authors · Open original ↗
Research and editorial use Source & attribution ↗ License ↗
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