{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T10:23:04Z","timestamp":1763202184420,"version":"3.37.3"},"reference-count":5,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2018,10,10]],"date-time":"2018-10-10T00:00:00Z","timestamp":1539129600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2018,10,10]],"date-time":"2018-10-10T00:00:00Z","timestamp":1539129600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["npj Digital Med"],"DOI":"10.1038\/s41746-018-0063-z","type":"journal-article","created":{"date-parts":[[2018,10,5]],"date-time":"2018-10-05T15:14:49Z","timestamp":1538752489000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Reply: metrics to assess machine learning models"],"prefix":"10.1038","volume":"1","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5750-5016","authenticated-orcid":false,"given":"Alvin","family":"Rajkomar","sequence":"first","affiliation":[]},{"given":"Andrew M.","family":"Dai","sequence":"additional","affiliation":[]},{"given":"Mimi","family":"Sun","sequence":"additional","affiliation":[]},{"given":"Michaela","family":"Hardt","sequence":"additional","affiliation":[]},{"given":"Kai","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Kathryn","family":"Rough","sequence":"additional","affiliation":[]},{"given":"Jeffrey","family":"Dean","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,10,10]]},"reference":[{"key":"63_CR1","doi-asserted-by":"publisher","DOI":"10.1186\/s13054-015-0999-1","volume":"19","author":"S Romero-Brufau","year":"2015","unstructured":"Romero-Brufau, S., Huddleston, J. M., Escobar, G. J. & Liebow, M. Why the C-statistic is not informative to evaluate early warning scores and what metrics to use. Crit. Care. 19, 285 (2015).","journal-title":"Crit. Care."},{"key":"63_CR2","unstructured":"Rajkomar, A. & Oren, E. Deep Learning for Electronic Health Records. Google AI Blog http:\/\/ai.googleblog.com\/2018\/05\/deep-learning-for-electronic-health.html."},{"key":"63_CR3","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-24271-9","volume":"8","author":"Z Che","year":"2018","unstructured":"Che, Z., Purushotham, S., Cho, K., Sontag, D. & Liu, Y. Recurrent neural networks for multivariate time series with missing values. Sci. Rep. 8, 6085 (2018).","journal-title":"Sci. Rep."},{"key":"63_CR4","doi-asserted-by":"publisher","first-page":"418","DOI":"10.1016\/j.jbi.2014.08.006","volume":"52","author":"C Walsh","year":"2014","unstructured":"Walsh, C. & Hripcsak, G. The effects of data sources, cohort selection, and outcome definition on a predictive model of risk of thirty-day hospital readmissions. J. Biomed. Inform. 52, 418\u2013426 (2014).","journal-title":"J. Biomed. Inform."},{"key":"63_CR5","unstructured":"Boyd, K., Eng, K. H. & Page, C. D. In: H., Blockeel, K., Kersting, S., Nijssen, & F. \u017delezn\u00fd (Eds). Machine Learning and Knowledge Discovery in Databases 451\u2013466 (Springer Berlin Heidelberg, 2013)."}],"container-title":["npj Digital Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.nature.com\/articles\/s41746-018-0063-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.nature.com\/articles\/s41746-018-0063-z","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.nature.com\/articles\/s41746-018-0063-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,21]],"date-time":"2022-12-21T12:43:07Z","timestamp":1671626587000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.nature.com\/articles\/s41746-018-0063-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10,10]]},"references-count":5,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2018,12]]}},"alternative-id":["63"],"URL":"https:\/\/doi.org\/10.1038\/s41746-018-0063-z","relation":{},"ISSN":["2398-6352"],"issn-type":[{"type":"electronic","value":"2398-6352"}],"subject":[],"published":{"date-parts":[[2018,10,10]]},"assertion":[{"value":"3 August 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 September 2018","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"10 September 2018","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"10 October 2018","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The authors declare no competing interests, but please note that the authors work for Google, as indicated by their affiliation.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}],"article-number":"57"}}