Back

Community Detection and Patient Experience Analysis in Reddit Conversations on Janus Kinase Inhibitors using Large Language Models

2026-02-04 health informatics Title + abstract only
View on medRxiv
Show abstract

The emergence of Janus kinase (JAK) inhibitors, a relatively new class of medications for autoimmune and inflammatory conditions, has been accompanied by reports of adverse effects observed during clinical trials. However, uncertainty over their safety and efficacy in wider, unselected populations has led to discussion and speculation on social media such as Reddit. Social networks represent a novel, rich source of real-world pharmacovigilance data. They are also an environment where unverified ...

Predicted journal destinations

1
Journal of the American Medical Informatics Association
53 training papers
Top 0.6% 15.1%
2
Journal of Medical Internet Research
81 training papers
Top 0.4% 12.2%
3
JAMIA Open
35 training papers
Top 0.2% 9.3%
4
npj Digital Medicine
85 training papers
Top 3% 6.6%
5
PLOS Digital Health
88 training papers
Top 3% 6.6%
6
Journal of Biomedical Informatics
37 training papers
Top 1% 6.6%
7
Scientific Reports
701 training papers
Top 42% 6.2%
8
BMC Medical Informatics and Decision Making
36 training papers
Top 3% 5.2%
9
PLOS ONE
1737 training papers
Top 84% 4.3%
10
International Journal of Medical Informatics
25 training papers
Top 2% 2.9%
11
BMJ Open
553 training papers
Top 48% 2.0%
12
BMC Medical Research Methodology
41 training papers
Top 1% 2.0%
13
JMIR Medical Informatics
16 training papers
Top 2% 2.0%
14
JMIR Formative Research
31 training papers
Top 1% 1.6%
15
Scientific Data
30 training papers
Top 2% 1.4%
16
Frontiers in Digital Health
18 training papers
Top 1% 1.2%
17
Patterns
15 training papers
Top 1% 1.0%
18
Cureus
64 training papers
Top 16% 1.0%
19
Computers in Biology and Medicine
39 training papers
Top 8% 1.0%
20
Wellcome Open Research
34 training papers
Top 0.9% 1.0%
21
Communications Medicine
63 training papers
Top 6% 0.7%
22
JMIRx Med
29 training papers
Top 4% 0.7%
23
JMIR Public Health and Surveillance
45 training papers
Top 9% 0.7%
24
Journal of Allergy and Clinical Immunology
15 training papers
Top 2% 0.7%
25
Bioinformatics
24 training papers
Top 5% 0.5%