{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T18:52:10Z","timestamp":1791226330482,"version":"4.1.0"},"reference-count":3,"publisher":"Springer Science and Business Media LLC","license":[{"start":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T00:00:00Z","timestamp":1791158400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T00:00:00Z","timestamp":1791158400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Arch Toxicol"],"DOI":"10.1007\/s00204-026-04559-w","type":"journal-article","created":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T18:02:34Z","timestamp":1791223354000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Methodological considerations for pharmacovigilance signal prediction in drug-induced lung injury: comment on Zhao et al"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-0192-155X","authenticated-orcid":false,"given":"Juan","family":"Zhang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Linlin","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,10,5]]},"reference":[{"key":"4559_CR1","doi-asserted-by":"publisher","first-page":"e078378","DOI":"10.1136\/bmj-2023-078378","volume":"385","author":"GS Collins","year":"2024","unstructured":"Collins GS, Moons KGM, Dhiman P et al (2024) TRIPOD\u2009+\u2009AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ 385:e078378. https:\/\/doi.org\/10.1136\/bmj-2023-078378","journal-title":"BMJ"},{"key":"4559_CR2","doi-asserted-by":"publisher","first-page":"e082505","DOI":"10.1136\/bmj-2024-082505","volume":"388","author":"KGM Moons","year":"2025","unstructured":"Moons KGM, Damen JAA, Kaul T et al (2025) PROBAST\u2009+\u2009AI: an updated quality, risk of bias, and applicability assessment tool for prediction models using regression or artificial intelligence methods. BMJ 388:e082505. https:\/\/doi.org\/10.1136\/bmj-2024-082505","journal-title":"BMJ"},{"key":"4559_CR3","doi-asserted-by":"publisher","DOI":"10.1007\/s00204-026-04488-8","author":"Y Zhao","year":"2026","unstructured":"Zhao Y, Yan J, Zhou Y (2026) From data mining to mechanistic prediction: a study on drug-induced lung injury integrating FAERS, machine learning, and network toxicology. Arch Toxicol. https:\/\/doi.org\/10.1007\/s00204-026-04488-8","journal-title":"Arch Toxicol"}],"container-title":["Archives of Toxicology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00204-026-04559-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00204-026-04559-w","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00204-026-04559-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T18:02:38Z","timestamp":1791223358000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00204-026-04559-w"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,10,5]]},"references-count":3,"alternative-id":["4559"],"URL":"https:\/\/doi.org\/10.1007\/s00204-026-04559-w","relation":{},"ISSN":["0340-5761","1432-0738"],"issn-type":[{"value":"0340-5761","type":"print"},{"value":"1432-0738","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,10,5]]},"assertion":[{"value":"9 September 2026","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 September 2026","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 October 2026","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The authors declare no competing interests.","order":1,"name":"Ethics","label":"Conflict of interest","group":{"name":"EthicsHeading","label":"Declarations"}}]}}