Evidence map›Paper›PMID 41095573›Full record

ArticleHealthcare (Basel, Switzerland)2025

Unveiling Social Media Content Related to ADHD Treatment: Machine Learning Study Using X's Posts over 15 Years.

Alba Gómez-Prieto, Alejandra Mercado-Rodriguez, Juan Pablo Chart-Pascual, Cesar I Fernandez-Lazaro, Francisco J Lara-Abelenda, María Montero-Torres, Claudia Aymerich, Javier Quintero, Melchor Alvarez-Mon, Ana Gonzalez-Pinto and 2 more

Abstract read
In one paragraph

Article in Healthcare (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

2 citing papers in PubMed.

  1. Article
  2. 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

12 authors.

Alba Gómez-PrietoPsychiatry Department, Osakidetza Basque Health Service, Araba University Hospital, 01009 Vitoria-Gasteiz, Spain.
Alejandra Mercado-RodriguezPsychiatry Department, Osakidetza Basque Health Service, Araba University Hospital, 01009 Vitoria-Gasteiz, Spain.
Juan Pablo Chart-PascualPsychiatry Department, Osakidetza Basque Health Service, Araba University Hospital, 01009 Vitoria-Gasteiz, Spain.ORCID 0000-0001-5820-0484
Cesar I Fernandez-LazaroDepartment of Preventive Medicine and Public Health, School of Medicine, University of Navarra, 31008 Pamplona, Spain.ORCID 0000-0003-2366-2528
Francisco J Lara-AbelendaDepartment of Signal Theory and Communications and Telematic Systems and Computing, School of Telecommunications Engineering, Rey Juan Carlos University, 28943 Madrid, Spain.
María Montero-TorresDepartment of Medicine and Medical Specialties, University of Alcala, 28805 Alcalá de Henares, Spain.ORCID 0000-0003-1882-2988
Claudia AymerichDepartment of Neuroscience, University of the Basque Country UPV/EHU, 48940 Leioa, Spain.ORCID 0000-0003-0040-1608
Javier QuinteroDepartment of Psychiatry and Mental Health, Hospital Universitario Infanta Leonor, 28031 Madrid, Spain.ORCID 0000-0002-2491-8647
Melchor Alvarez-MonDepartment of Medicine and Medical Specialties, University of Alcala, 28805 Alcalá de Henares, Spain.ORCID 0000-0003-1309-7510
Ana Gonzalez-PintoPsychiatry Department, Osakidetza Basque Health Service, Araba University Hospital, 01009 Vitoria-Gasteiz, Spain.
Cesar A SoutulloLouis A. Faillace, M.D., Department of Psychiatry and Behavioral, University of Texas Health Science Center at Houston, Houston, TX 77030, USA.ORCID 0000-0003-4348-0772
Miguel Angel Alvarez-MonCentro de Investigación en Red de Salud Mental (CIBERSAM), 28029 Madrid, Spain.

Funding

Comunidad de Madrid P2022/ BMD-7321Gobierno Vasco 2022111054Instituto de Salud Carlos III FIS- PI22/00653 FIS- PI21/00713 PI18/01055
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

ADHDInfodemiologynon-stimulantspharmacologysocial mediastimulantsTwitter

Identifiers

PMID41095573
PMCPMC12524690

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.