The DOI matches its Crossref record; 2 of the 2 references it cites were found in a registry or an index.
Using explainable artificial intelligence to predict and forestall flare in rheumatoid arthritis
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Claims other papers make about this one
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In the citing paper
“As shown in Figure 2A, AI agents possess the capacity to process extensive patient data, including medical histories, diagnostic test results, and imaging, thereby aiding healthcare professionals in making more informed and precise diagnostic decisions.62,63,64,65,66,67,68,69”
From A foundational architecture for AI agents in healthcare (2025) · cites this paper as [69]
Citations
Cites
Method of the Year: spatially resolved transcriptomics
Marx, V. (2021) · Nature Methods · doi:10.1038/s41592-020-01033-y · Cited by 1,132
Alivernini, S., MacDonald, L., Elmesmari, A., Finlay, S., Tolusso, B., Gigante, M. R., Petricca, L., Di Mario, C., Bui, L., Perniola, S., et al. (2020) · Nature Medicine · doi:10.1038/s41591-020-0939-8 · Cited by 740
Self-citation
Research works printed but not linked: 8
- Studenic, P. et al. Ann. Rheum. Dis. 82, 74–80 (2023). · DOI
- Baker, K. F. et al. J. Autoimmun. 105, 102298 (2019). · DOI
- Rivellese, F. et al. Nat. Med. 28, 1256–1268 (2022). · DOI
- Alivernini, S. et al. Ann. Rheum. Dis. 76, 1228–1236 (2017). · DOI
- Orange, D. E. et al. N. Engl. J. Med. 383, 218–228 (2020). · DOI
- Perniola, S. et al. Ann. Rheum. Dis. 81, 56 (2022). · DOI
- Angelini, F. et al. Ann. Rheum. Dis. 81, 666–675 (2022). · DOI
- Goecks, J., Jalili, V., Heiser, L. M. & Gray, J. W. Cell 181, 92–101 (2020). · DOI
Cited by
Sorted by citations
A foundational architecture for AI agents in healthcare
Liu, F., Niu, Y., Zhang, Q., Wang, K., Dong, Z., Wong, I. N., Cheng, L., Li, T., Duan, L., Li, K., et al. (2025) · Cell Reports Medicine · doi:10.1016/j.xcrm.2025.102374 · Cited by 41
“69 For example, Google’s Med-PaLM 2 demonstrated proficiency in medical question answering, achieving performance comparable to clinical experts on medical licensing examinations and performing better than generalist physicians in real-world medical questions.”
Metadata
- Authors
- Alivernini, S., Cañete, J. D., Bacardit, J., & Kurowska-Stolarska, M.
- Affiliations
- Università Cattolica del Sacro Cuore (IT)
- Hospital Clínic de Barcelona (ES)
- Newcastle University (GB)
- Corresponding author
- Alivernini, Stefano
- Venue
- Nature Medicine
- Published
- 2024-02-15
- Volume
- 30
- Issue
- 4
- Pages
- 925-926
- ISSN
- 1078-8956 (ISSN-L)
- 1546-170X
- OpenAlex
- W4391843349
- Cited by
- 12
- References
- 2
- Citations by year
- 2026: 5 · 2025: 6 · 2024: 1
- FWCI
- 3.90
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Nature Medicine (publishedVersion)
- PubMed (publishedVersion)
- Funders
- FOREUM – Foundation for Research in Rheumatology, grant number 22RF073
- Topics
- Health Sciences › Medicine › Rheumatology › Rheumatoid Arthritis Research and Therapies
- Health Sciences › Health Professions › Health Information Management › Artificial Intelligence in Healthcare
- Physical Sciences › Computer Science › Artificial Intelligence › Machine Learning in Healthcare
- Keywords
- rheumatoid arthritis, flare prediction, explainable AI, rheumatoid arthritis flare
- MeSH terms
- Arthritis, Rheumatoid, Artificial Intelligence, Humans, Antirheumatic Agents
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Using explainable artificial intelligence to predict and forestall flare in rheumatoid arthritis. https://app.cochat.ai/papers/10.1038/s41591-024-02818-w
- The paper
- Alivernini, S., Cañete, J. D., Bacardit, J., & Kurowska-Stolarska, M. (2024). Using explainable artificial intelligence to predict and forestall flare in rheumatoid arthritis. Nature Medicine. https://doi.org/10.1038/s41591-024-02818-w