{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,25]],"date-time":"2026-08-25T10:32:18Z","timestamp":1787653938089,"version":"build-2736575974"},"reference-count":31,"publisher":"Informa UK Limited","license":[{"start":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T00:00:00Z","timestamp":1698796800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/3.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IJGM"],"DOI":"10.2147\/ijgm.s413736","type":"journal-article","created":{"date-parts":[[2023,11,24]],"date-time":"2023-11-24T00:15:09Z","timestamp":1700784909000},"page":"5567-5578","source":"Crossref","is-referenced-by-count":10,"title":["Establishment and Validation of a Machine Learning-Based Prediction Model for Termination of Pregnancy via Cesarean Section"],"prefix":"10.2147","volume":"Volume 16","author":[{"given":"Rui","family":"Zhang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weixuan","family":"Sheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Feiran","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jin","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wenpei","family":"Bai","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2023,11]]},"reference":[{"key":"ref1","doi-asserted-by":"crossref","first-page":"490","DOI":"10.1016\/S0140-6736(09)61870-5","volume":"375","author":"Lumbiganon","year":"2010","journal-title":"Lancet"},{"key":"ref2","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1097\/NMC.0000000000000598","volume":"45","author":"Burke","year":"2020","journal-title":"MCN Am J Matern Child Nurs"},{"key":"ref3","unstructured":"Department of Obstetrics and Gynecology Chinese Medical Association. Expert consensus on caesarean section (2014). Chin J Gynecol Obstet. 2014;49(10):721\u2013724."},{"key":"ref4","first-page":"486","volume":"49","author":"Shi","year":"2014","journal-title":"Chin J Gynecol Obstet"},{"key":"ref5","unstructured":"Chinese Medical Association Perinatal Medicine Branch. Expert consensus on the application of electronic fetal heart rate monitoring. Chin J Perinat Med. 2015;49(7):486\u2013490."},{"key":"ref6","doi-asserted-by":"publisher","first-page":"283","DOI":"10.1111\/aogs.13743","volume":"99","author":"Bergholt","year":"2020","journal-title":"Acta Obstet Gynecol Scand"},{"key":"ref7","doi-asserted-by":"publisher","first-page":"384","DOI":"10.1186\/s12884-021-03866-7","volume":"21","author":"Deng","year":"2021","journal-title":"BMC Pregnancy Childbirth"},{"key":"ref8","doi-asserted-by":"publisher","first-page":"3867","DOI":"10.1080\/14767058.2019.1587407","volume":"33","author":"Jenabi","year":"2020","journal-title":"J Matern Fetal Neonatal Med"},{"key":"ref9","doi-asserted-by":"publisher","first-page":"2645","DOI":"10.1111\/jog.14511","volume":"46","author":"Kuritani","year":"2020","journal-title":"J Obstet Gynaecol Res"},{"key":"ref10","first-page":"184","volume":"54","author":"Li","year":"2019","journal-title":"Chin J Gynecol Obstet"},{"key":"ref11","doi-asserted-by":"publisher","first-page":"46","DOI":"10.1111\/jmwh.12927","volume":"64","author":"McDowell","year":"2019","journal-title":"J Midwifery Womens Health"},{"key":"ref12","doi-asserted-by":"publisher","first-page":"1502","DOI":"10.1093\/aje\/kwaa135","volume":"189","author":"Boulet","year":"2020","journal-title":"Am J Epidemiol"},{"key":"ref13","doi-asserted-by":"publisher","first-page":"339","DOI":"10.1515\/ijamh-2021-0058","volume":"33","author":"Zehravi","year":"2021","journal-title":"J Adolesc Med Health"},{"key":"ref14","doi-asserted-by":"publisher","first-page":"237","DOI":"10.3889\/oamjms.2015.037","volume":"3","author":"Ibishi","year":"2015","journal-title":"Open Access Maced J Med Sci"},{"key":"ref15","doi-asserted-by":"publisher","first-page":"1059","DOI":"10.1097\/AOG.0000000000001083","volume":"126","author":"Tolcher","year":"2015","journal-title":"Obstet Gynecol"},{"key":"ref16","doi-asserted-by":"publisher","first-page":"108","DOI":"10.1186\/s12893-018-0446-8","volume":"18","author":"Liao","year":"2018","journal-title":"BMC Surg"},{"key":"ref17","doi-asserted-by":"publisher","first-page":"906","DOI":"10.1016\/j.jogc.2019.07.019","volume":"42","author":"Jain","year":"2020","journal-title":"J Obstet Gynaecol Can"},{"key":"ref18","doi-asserted-by":"publisher","first-page":"711","DOI":"10.12669\/pjms.37.3.3186","volume":"37","author":"Murtaza","year":"2021","journal-title":"Pak J Med Sci"},{"key":"ref19","doi-asserted-by":"publisher","first-page":"905","DOI":"10.1007\/s00404-020-05815-9","volume":"303","author":"Rottenstreich","year":"2021","journal-title":"Arch Gynecol Obstet"},{"key":"ref20","first-page":"7001","volume":"13","author":"Wen","year":"2021","journal-title":"Am J Transl Res"},{"key":"ref21","doi-asserted-by":"publisher","first-page":"1228006","DOI":"10.1155\/2022\/1228006","volume":"2022","author":"Mao","year":"2022","journal-title":"Comput Intell Neurosci"},{"key":"ref22","doi-asserted-by":"publisher","first-page":"Cd000331","DOI":"10.1002\/14651858.CD000331.pub4","volume":"5","author":"Anim-Somuah","year":"2018","journal-title":"Cochrane Database Syst Rev"},{"key":"ref23","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1016\/j.preghy.2016.12.003","volume":"7","author":"Han","year":"2017","journal-title":"Pregnancy Hypertens"},{"key":"ref24","doi-asserted-by":"publisher","first-page":"745","DOI":"10.1097\/EJA.0000000000001058","volume":"36","author":"Liu","year":"2019","journal-title":"Eur J Anaesthesiol"},{"key":"ref25","first-page":"49","volume":"21","author":"Xing","year":"2020","journal-title":"Chin Med Record"},{"key":"ref26","first-page":"325","volume":"35","author":"Zhang","year":"2019","journal-title":"Chin J Pract Gynecol Obstet"},{"key":"ref27","doi-asserted-by":"publisher","first-page":"339","DOI":"10.1080\/01443615.2017.1355896","volume":"38","author":"Kalok","year":"2018","journal-title":"J Obstet Gynaecol"},{"key":"ref28","doi-asserted-by":"publisher","first-page":"66","DOI":"10.1111\/ajo.12809","volume":"59","author":"Mooney","year":"2019","journal-title":"Aust N Z J Obstet Gynaecol"},{"key":"ref29","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1016\/j.enfcli.2016.08.006","volume":"27","author":"Hidalgo-Lopezosa","year":"2017","journal-title":"Enferm Clin"},{"key":"ref30","doi-asserted-by":"publisher","first-page":"e13","DOI":"10.1016\/j.jogn.2016.08.010","volume":"46","author":"Chu","year":"2017","journal-title":"J Obstet Gynecol Neonatal Nurs"},{"key":"ref31","doi-asserted-by":"publisher","first-page":"405","DOI":"10.1186\/s12884-017-1597-9","volume":"17","author":"Wang","year":"2017","journal-title":"BMC Pregnancy Childbirth"}],"container-title":["International Journal of General Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.dovepress.com\/getfile.php?fileID=94665","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.dovepress.com\/getfile.php?fileID=94665","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,24]],"date-time":"2023-11-24T00:15:16Z","timestamp":1700784916000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.dovepress.com\/establishment-and-validation-of-a-machine-learning-based-prediction-mo-peer-reviewed-fulltext-article-IJGM"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11]]},"references-count":31,"URL":"https:\/\/doi.org\/10.2147\/ijgm.s413736","relation":{"has-preprint":[{"id-type":"doi","id":"10.21203\/rs.3.rs-2420806\/v1","asserted-by":"object"}]},"ISSN":["1178-7074"],"issn-type":[{"value":"1178-7074","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,11]]}}}