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. 2025 Nov 12;647(8091):E8. doi: 10.1038/s41586-025-09879-y

Author Correction: Learning the natural history of human disease with generative transformers

Artem Shmatko 1,2,3,#, Alexander Wolfgang Jung 2,4,5,6,#, Kumar Gaurav 2,#, Søren Brunak 4,7, Laust Hvas Mortensen 5,7,8, Ewan Birney 2,, Tom Fitzgerald 2,, Moritz Gerstung 1,2,9,10,11,12,
PMCID: PMC12657216  PMID: 41225015

Correction to: Nature 10.1038/s41586-025-09529-3 Published online 17 September 2025

In the version of this article initially published, in the Methods “Exponential waiting time model” section, there was a typographical error in the equation now reading “lossj = – log P(j) = cross_entropy(logits, tokens),” where a minus sign originally appeared before the cross-entropy term. The equation has been amended in the HTML and PDF versions of the article.

Contributor Information

Ewan Birney, Email: birney@ebi.ac.uk.

Tom Fitzgerald, Email: tomas@ebi.ac.uk.

Moritz Gerstung, Email: moritz.gerstung@dkfz.de.


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