Artificial Intelligence in Addiction: Challenges and Opportunities.

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.

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.

Who cites it

9 citing papers in PubMed, 1 synthesis or guideline pooled it.

1. Integrating Psychosocial Factors into Artificial Intelligence Models for Predicting Addiction Treatment Outcomes: A Systematic Review.European addiction research · 2026
   Pooled it
2. Development, Feasibility, Acceptability, and Usability of an Artificial Intelligence-Powered Chatbot (Suzy) to Support Patients in Substance Use Disorder Recovery: Multiphase Study.JMIR formative research · 2026
   Article
3. Artificial intelligence for alcohol, opioid, and cannabis use disorders screening and management: a narrative review of barriers and facilitators to clinical implementation.Frontiers in digital health · 2026
   Review
4. Problematic use of generative artificial intelligence chatbots: current stage of conceptual and clinical understanding.Frontiers in public health · 2026
   Review
5. Effectiveness of a Mobile Application with an AI-Powered Chatbot to Enhance Nursing Students' Awareness of Substance Abuse Prevention: An Interventional Study.F1000Research · 2026
   Article
6. The Practical, Robust Implementation and Sustainability (PRISM)-capabilities model for use of Artificial Intelligence in community-engaged implementation science research.Implementation science : IS · 2025
   Article
7. Tailored Therapies in Addiction Medicine: Redefining Opioid Use Disorder Treatment with Precision Medicine.Journal of personalized medicine · 2025
   Review
8. Using AI to screen for opioid use disorder.Nature medicine · 2025
   Article
9. Global Mapping and Visualization of Substance Use Disorders and Treatment: Implications for Priority Setting.Advanced biomedical research · 2025
   Article

Corrections and comments

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

Authors and funding

2 authors.

Funding

No grant is acknowledged in the PubMed record.

Abstract

PubMed holds no abstract for this paper.