Evidence map›Paper›PMID 29881351›Full record

ArticleFrontiers in pharmacology2018

Mining Patients' Narratives in Social Media for Pharmacovigilance: Adverse Effects and Misuse of Methylphenidate.

Xiaoyi Chen, Carole Faviez, Stéphane Schuck, Agnès Lillo-Le-Louët, Nathalie Texier, Badisse Dahamna, Charles Huot, Pierre Foulquié, Suzanne Pereira, Vincent Leroux and 5 more

Open access · goldAbstract read
In one paragraph

Article in Frontiers in pharmacology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
4.2field-weighted citation impact, top 5% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 62 citations in OpenAlex.

  1. Understanding social media discourse on antidepressants: unsupervised and sentiment analysis using X.European psychiatry : the journal of the Association of European Psychiatrists · 2025
    Article
  2. Article
  3. Pharmacovigilance in the digital age: gaining insight from social media data.Experimental biology and medicine (Maywood, N.J.) · 2025
    Review
  4. Article
  5. Article
  6. Article
  7. Engaging PatientsFrontiers in pharmacology · 2022
    Article
  8. Social Media Analytics for Pharmacovigilance of Antiepileptic Drugs.Computational and mathematical methods in medicine · 2022
    Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Review
  14. Article
  15. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors at 8 institutions in 1 country.

Xiaoyi ChenUMRS 1138, équipe 22, Institut National de la Santé et de la Recherche Médicale, Centre de Recherche des Cordeliers, Université Paris Descartes, Paris, France.
Carole FaviezKappa Santé, Paris, France.
Stéphane SchuckKappa Santé, Paris, France.
Agnès Lillo-Le-LouëtCentre Régional de Pharmacovigilance, Hôpital Européen Georges-Pompidou, AP-HP, Paris, France.
Nathalie TexierKappa Santé, Paris, France.
Badisse DahamnaService d'Informatique Biomédicale, Centre Hospitalier Universitaire de Rouen, Rouen, France.
Charles HuotExpert System, Paris, France.
Pierre FoulquiéKappa Santé, Paris, France.
Suzanne PereiraVidal, Issy Les Moulineaux, France.
Vincent LerouxInstitut de Santé Urbaine, Saint-Maurice, France.
Pierre KarapetiantzUMRS 1138, équipe 22, Institut National de la Santé et de la Recherche Médicale, Centre de Recherche des Cordeliers, Université Paris Descartes, Paris, France.
Armelle Guenegou-ArnouxUMRS 1138, équipe 22, Institut National de la Santé et de la Recherche Médicale, Centre de Recherche des Cordeliers, Université Paris Descartes, Paris, France.
Sandrine KatsahianUMRS 1138, équipe 22, Institut National de la Santé et de la Recherche Médicale, Centre de Recherche des Cordeliers, Université Paris Descartes, Paris, France.
Cédric BousquetSorbonne Université, Inserm, université Paris 13, Laboratoire d'informatique médicale et d'ingénierie des connaissances en e-santé, LIMICS, Paris, France.
Anita BurgunUMRS 1138, équipe 22, Institut National de la Santé et de la Recherche Médicale, Centre de Recherche des Cordeliers, Université Paris Descartes, Paris, France.
Centre de Recherche des Cordeliers · FRInserm · FRHôpital Européen Georges-Pompidou · FRHôpitaux de Saint Maurice · FRInternational and European Law School · FRLaboratoire d'Informatique, du Traitement de l'Information et des Systèmes · FRLaboratoire d'Informatique Médicale et d'Ingénierie des Connaissances en e-SantéUniversité Paris Cité · FR

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

data miningdrug misusedrug-related side effects and adverse reactionsmethylphenidatenatural language processingpharmacovigilancesocial media

Identifiers

PMID29881351
PMCPMC5978246
OpenAlexW2800832350

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.