The anatomy of a personal health agent.

Heydari AA, Gu K, Srinivas V, Yu H, Paruchuri A, Zhang Z, Zhang Y, He Q, Palangi H, Hammerquist N, Metwally AA, Winslow B, Kim Y, Ayush K, Yang Y, Narayanswamy G, Xu MA, Garrison J, Schmidgall S, Armento Lee A, Vafeiadou J, Graef B, Galatzer-Levy IR, Schenck E, Barakat A, Perez J, Shreibati J, Hernandez J, Faranesh AZ, Rezaei N, Prieto JL, Heneghan C, Zhan J, Malhotra M, Patel S, Liu Y, Althoff T, Liu X, McDuff D, Xu XO

Open source

DOI: 10.1038/s41586-026-11161-8
Published: 2026 Nov
Container: Nature
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.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1038/s41586-026-11161-8,
  title = {The anatomy of a personal health agent.},
  author = {Heydari AA and Gu K and Srinivas V and Yu H and Paruchuri A and Zhang Z and Zhang Y and He Q and Palangi H and Hammerquist N and Metwally AA and Winslow B and Kim Y and Ayush K and Yang Y and Narayanswamy G and Xu MA and Garrison J and Schmidgall S and Armento Lee A and Vafeiadou J and Graef B and Galatzer-Levy IR and Schenck E and Barakat A and Perez J and Shreibati J and Hernandez J and Faranesh AZ and Rezaei N and Prieto JL and Heneghan C and Zhan J and Malhotra M and Patel S and Liu Y and Althoff T and Liu X and McDuff D and Xu XO},
  year = {2026},
  journal = {Nature},
  doi = {10.1038/s41586-026-11161-8},
  url = {https://doi.org/10.1038/s41586-026-11161-8}
}

RIS

TY  - JOUR
TI  - The anatomy of a personal health agent.
AU  - Heydari AA
AU  - Gu K
AU  - Srinivas V
AU  - Yu H
AU  - Paruchuri A
AU  - Zhang Z
AU  - Zhang Y
AU  - He Q
AU  - Palangi H
AU  - Hammerquist N
AU  - Metwally AA
AU  - Winslow B
AU  - Kim Y
AU  - Ayush K
AU  - Yang Y
AU  - Narayanswamy G
AU  - Xu MA
AU  - Garrison J
AU  - Schmidgall S
AU  - Armento Lee A
AU  - Vafeiadou J
AU  - Graef B
AU  - Galatzer-Levy IR
AU  - Schenck E
AU  - Barakat A
AU  - Perez J
AU  - Shreibati J
AU  - Hernandez J
AU  - Faranesh AZ
AU  - Rezaei N
AU  - Prieto JL
AU  - Heneghan C
AU  - Zhan J
AU  - Malhotra M
AU  - Patel S
AU  - Liu Y
AU  - Althoff T
AU  - Liu X
AU  - McDuff D
AU  - Xu XO
PY  - 2026
JO  - Nature
DO  - 10.1038/s41586-026-11161-8
UR  - https://doi.org/10.1038/s41586-026-11161-8
ER  -

APA

AA, H., K, G., V, S., H, Y., A, P., Z, Z., Y, Z., Q, H., H, P., N, H., AA, M., B, W., Y, K., K, A., Y, Y., G, N., MA, X., J, G., S, S., A, A. L., J, V., B, G., IR, G., E, S., A, B., J, P., J, S., J, H., AZ, F., N, R., JL, P., C, H., J, Z., M, M., S, P., Y, L., T, A., X, L., D, M., & XO, X. (2026). The anatomy of a personal health agent.. Nature. https://doi.org/10.1038/s41586-026-11161-8

Source records

pubmed · retrieved 2026-11-10T13:08:28.236Z
europe-pmc · retrieved 2026-11-10T13:08:28.248Z