{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T10:22:43Z","timestamp":1648808563458},"reference-count":0,"publisher":"IOS Press","license":[{"start":{"date-parts":[[2021,5,27]],"date-time":"2021-05-27T00:00:00Z","timestamp":1622073600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,5,27]]},"abstract":"<jats:p>We developed a clinical named entity recognition model to predict clinical relevance of pharmacist interventions (PIs) by identifying and labelling expressions from unstructured comments of PIs. Three labels, drug, kidney and dosage, had a great inter-annotator agreement (&gt;60%) and could be used as reference labelization. These labels also showed a high precision (&gt;70%) and a variable recall (50\u201390 %).<\/jats:p>","DOI":"10.3233\/shti210210","type":"book-chapter","created":{"date-parts":[[2021,5,27]],"date-time":"2021-05-27T13:15:35Z","timestamp":1622121335000},"source":"Crossref","is-referenced-by-count":1,"title":["Clinical Relevance of Pharmacist Intervention: Development of a Named Entity Recognition Model on Unstructured Comments"],"prefix":"10.3233","author":[{"given":"Justine","family":"Clarenne","sequence":"first","affiliation":[{"name":"Pharmacy Department, Reims Champagne-Ardenne University, Reims, France"},{"name":"Pharmacy Department, Reims University Hospital, Reims, France"},{"name":"Univ. Grenoble-Alpes \/ CNRS, TIMC UMR 5525, Grenoble, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sonia","family":"Priou","sequence":"additional","affiliation":[{"name":"Lumio Medical, Paris, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aymeric","family":"Alixe","sequence":"additional","affiliation":[{"name":"Lumio Medical, Paris, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Olivier","family":"Martin","sequence":"additional","affiliation":[{"name":"Lumio Medical, Paris, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"C\u00e9line","family":"Mongaret","sequence":"additional","affiliation":[{"name":"Pharmacy Department, Reims Champagne-Ardenne University, Reims, France"},{"name":"Pharmacy Department, Reims University Hospital, Reims, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pierrick","family":"Bedouch","sequence":"additional","affiliation":[{"name":"Univ. Grenoble-Alpes \/ CNRS, TIMC UMR 5525, Grenoble, France"},{"name":"Pharmacy Department, Grenoble University Hospital, La Tronche, France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Public Health and Informatics"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI210210","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,25]],"date-time":"2021-10-25T13:12:57Z","timestamp":1635167577000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI210210"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,5,27]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti210210","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,5,27]]}}}