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We automatically annotated over 60 million posts extracted from 21 French web forums. Drug mentions detected in this corpus were matched to drug names in a French drug database (Theriaque\n                    <jats:sup>\u00ae<\/jats:sup>\n                    ). Our analysis showed that a high proportion of the most frequent drug mentions in the selected web forums correspond to drugs that are usually prescribed to young women, such as combined oral contraceptives. The most mentioned drugs in our corpus correlated weakly to the most prescribed drugs in France but seemed to be influenced by events widely reported in traditional media. In this article, we conclude that web forums have high potential for post-marketing drug-related studies, such as pharmacovigilance, and observation of drug utilization. However, the bias related to forum selection and the corresponding population representativeness should always be taken into account.\n                  <\/jats:p>","DOI":"10.1177\/1460458219865128","type":"journal-article","created":{"date-parts":[[2019,9,30]],"date-time":"2019-09-30T23:13:26Z","timestamp":1569885206000},"page":"1253-1272","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":8,"title":["Pharmacology and social media: Potentials and biases of web forums for drug mention analysis\u2014case study of France"],"prefix":"10.1177","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8550-8724","authenticated-orcid":false,"given":"Bissan","family":"Audeh","sequence":"first","affiliation":[{"name":"Sorbonne Universit\u00e9 and Universit\u00e9 Paris 13, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fran\u00e7ois-Elie","family":"Calvier","sequence":"additional","affiliation":[{"name":"CHU University Hospital of Saint-Etienne, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Florelle","family":"Bellet","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5831-8957","authenticated-orcid":false,"given":"Marie-No\u00eblle","family":"Beyens","sequence":"additional","affiliation":[{"name":"Centre Hospitalier Universitaire, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antoine","family":"Pariente","sequence":"additional","affiliation":[{"name":"University of Bordeaux, France; 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