Evidence map›Paper›PMID 41472479›Full record

ArticleJournal of periodontal research2025

Mapping 60 Years of Discovery: An AI-Driven Bibliometric and Altmetric Analysis of the Journal of Periodontal Research.

Parham Hazrati, Tara Zibandehkhooy, Hamoun Sabri, Mario Romandini, Shayan Barootchi

Abstract readHistorical Article
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of periodontal research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Parham HazratiDepartment of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, Michigan, USA.ORCID https://orcid.org/0000-0002-8362-3208
Tara ZibandehkhooySchool of Business, Stevens Institute of Technology, Hoboken, New Jersey, USA.ORCID https://orcid.org/0000-0002-4759-4905
Hamoun SabriDepartment of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, Michigan, USA.ORCID https://orcid.org/0000-0001-6581-2104
Mario RomandiniNinth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.ORCID https://orcid.org/0000-0001-5646-083X
Shayan BarootchiDepartment of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, Michigan, USA.ORCID https://orcid.org/0000-0002-5347-6577

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Artificial IntelligenceBibliometricsDental ResearchPeriodicals as TopicPeriodonticsHumansartificial intelligenceBibliometricsChatGPTdental implantsevidence‐based dentistrygenerative artificial intelligencelarge language modelsnatural language processingperiodontal diseasesperiodontics

Identifiers

PMID41472479
PMCPMC12881886

What Socratic 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 Socratic graph.