# Mapping 60 Years of Discovery: An AI‐Driven Bibliometric and Altmetric Analysis of the Journal of Periodontal Research **Authors:** Parham Hazrati, Tara Zibandehkhooy, Hamoun Sabri, Mario Romandini, Shayan Barootchi PMC · DOI: 10.1111/jre.70071 · Journal of Periodontal Research · 2025-12-30 ## TL;DR This paper uses AI to analyze 60 years of research in the Journal of Periodontal Research, showing its impact and future growth potential. ## Contribution The novel use of AI, specifically GPT-5-mini, for labeling research topics and evidence levels in periodontal literature. ## Key findings - AI reliably labeled research topics and levels of evidence in the journal's history. - The Journal of Periodontal Research has had meaningful public and societal impact over 60 years. - The journal is expected to experience exponential growth in the coming years. ## Abstract AI, particularly the large language model GPT‐5‐mini, demonstrated reliable performance in labeling research topics and levels of evidence. Over the past 60 years, JPR has made a substantial contribution to the periodontal literature, generating meaningful public and societal impact, and it is expected to experience exponential growth in the coming years. ## Full-text entities - **Diseases:** peri-implantitis (MESH:D057873), chronic kidney disease (MESH:D051436), TCC (MESH:D009845), Inflammatory (MESH:D007249), Disease (MESH:D004194), coronary heart disease (MESH:D003327), periodontal disease (MESH:D010510), AI (MESH:C538142), LEV (MESH:C564133), hallucination (MESH:D006212), gingivitis (MESH:D005891), edentulism (MESH:D007575), infection (MESH:D007239), periodontitis (MESH:D010518), Hyperglycemia (MESH:D006943), LLMs (MESH:D007806), oral malodor (MESH:C536561) - **Chemicals:** reactive oxygen species (MESH:D017382), LEV (-), cannabidiol (MESH:D002185), sulfur (MESH:D013455), chlorhexidine (MESH:D002710) - **Species:** Homo sapiens (human, species) [taxon 9606] ## Full text _Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12881886/full.md ## Figures 10 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12881886/full.md ## References 64 references — full list in the complete paper: https://tomesphere.com/paper/PMC12881886/full.md --- Source: https://tomesphere.com/paper/PMC12881886