Evidence map›Paper›PMID 37456464›Full record

ReviewCureus2023

Implications of ChatGPT in Public Health Dentistry: A Systematic Review.

Anushree Tiwari, Amit Kumar, Shailesh Jain, Kanika S Dhull, Arunkumar Sajjanar, Rahul Puthenkandathil, Kapil Paiwal, Ramanpal Singh

Abstract readReview
In one paragraph

Review in Cureus, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 2 pooled it
–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

32 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Educational Applications of ChatGPT in University-Based Dental Education. A Systematic Review.European journal of dental education : official journal of the Association for Dental Education in Europe · 2026
    Pooled it
  2. Pooled it
  3. Review
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  10. The Influence of Implant Placement Angulation on Biomechanical StabilityJournal of pharmacy & bioallied sciences · 2025
    Article
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  12. Journal of pharmacy & bioallied sciences · 2025
    Review
  13. Journal of pharmacy & bioallied sciences · 2025
    Article
  14. Journal of pharmacy & bioallied sciences · 2025
    Article
  15. ChatGPT's Emerging Role in Dentistry: A Review.Journal of pharmacy & bioallied sciences · 2025
    Review
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  17. Article
  18. Article
  19. Article
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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

8 authors.

Anushree TiwariClinical Quality and Value, American Academy of Orthopaedic Surgeons, Rosemont, USA.
Amit KumarDepartment of Dentistry, All India Institute of Medical Sciences, Patna, IND.
Shailesh JainDepartment of Prosthodontics and Crown and Bridge, School of Dental Sciences, Sharda University, Greater Noida, IND.
Kanika S DhullDepartment of Pedodontics and Preventive Dentistry, Kalinga Institute of Dental Sciences (KIIT) Deemed to be University, Bhubaneswar, IND.
Arunkumar SajjanarDepartment of Pediatrics and Preventive Dentistry, Swargiya Dadasaheb Kalmegh Smruti Dental College and Hospital, Nagpur, IND.
Rahul PuthenkandathilDepartment of Prosthodontics and Crown and Bridge, AB Shetty Memorial Institute of Dental Sciences (ABSMIDS) Nitte (Deemed to be University), Mangalore, IND.
Kapil PaiwalDepartment of Oral and Maxillofacial Pathology, Daswani Dental College and Research Center, Kota, IND.
Ramanpal SinghOral Medicine and Radiology, New Horizon Dental College and Research Institute, Bilaspur, IND.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

An artificial intelligence (AI) program called ChatGPT that generates text in response to typed commands has proven to be highly popular, as evidenced by the fact that OpenAI makes it available online. The goal of the present investigation was to investigate ChatGPT's potential applications as an outstanding instance of large language models (LLMs) in the fields of public dental health schooling, writing for academic use, research in public dental health, and clinical practice in public dental health based on the available data. Importantly, the goals of the current review included locating any drawbacks and issues that might be connected to using ChatGPT in the previously mentioned contexts in healthcare settings. Using search phrases including chatGPT, implications, artificial intelligence (AI), public health dentistry, public health, practice in public health dentistry, education in public health dentistry, academic writing in public health dentistry, etc., a thorough search was carried out on the Pubmed database, the Embase database, the Ovid database, the Global Health database, PsycINFO, and the Web of Science. The dates of publication were not restricted. Systematic searches were carried out for all publications according to inclusion and exclusion criteria between March 31, 2018, and March 31, 2023. Eighty-four papers were obtained through a literature search using search terms. Sixteen similar and duplicate papers were excluded and 68 distinct articles were initially selected. Thirty-three articles were excluded after reviewing abstracts and titles. Thirty-five papers were selected, for which full text was managed. Four extra papers were found manually from references. Thirty-nine articles with full texts were eligible for the study. Eighteen inadequate articles are excluded from the final 21 studies that were finally selected for systemic review. According to previously published studies, ChatGPT has demonstrated its effectiveness in helping scholars with the authoring of scientific research and dental studies. If the right structures are created, ChatGPT can offer suitable responses and more time to concentrate on the phase of experimentation for scientists. Risks include prejudice in the training data, undervaluing human skills, the possibility of fraud in science, as well as legal and reproducibility concerns. It was concluded that practice considering ChatGPT's potential significance, the research's uniqueness, and the premise-the activity of the human brain-remains. While there is no question about the superiority of incorporating ChatGPT into the practice of public health dentistry, it does not, in any way, take the place of a dentist since clinical practice involves more than just making diagnoses; it also involves relating to clinical findings and providing individualized patient care. Even though AI can be useful in a number of ways, a dentist must ultimately make the decision because dentistry is a field that involves several disciplines.

Indexed as

artificial intelligencechatgptdentistimplicationspublic health dentistry

Identifiers

PMID37456464
PMCPMC10340128

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.