Evidence map›Paper›PMID 40304793›Full record

Trial reportClinical oral investigations2025

Evaluation of the impact of AI-based chatbot on orthodontic patient education: a preliminary randomised controlled trial.

Simona Santonocito, Marco Cicciù, Vincenzo Ronsivalle

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Clinical oral investigations, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07183111 (Comparison of Traditional Instructions Vs AI Based Instructions With Customized Chat GPT as Remote Support System on Education of Orthodontic Patients), which is not on this map. Cited by 17 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed, 1 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.

NCT07183111 narecruitingnot on this map

Comparison of Traditional Instructions Vs AI Based Instructions With Customized Chat GPT as Remote Support System on Education of Orthodontic Patients:A Randomised Control Trial

TypeinterventionalSponsorPakistan Institute of Medical SciencesRan2025 to 2026Enrolled60ConditionsFocus of the Study is Plaque and Gingival Index Score Before and After Instructions, Satisfaction Assessment of Orthodontic Patients With Both Instruction Modalities, Knowledge Assessment, Recall Ability of Orthodontic Instructions With Both ModalitiesArmsInstructions given via artificial intelligence chatbot in form of voice instructions at chair side with Customized chatbot for remote home support, Control group instructions given by chair side orthodontist verbally and written pamphlet as home care support
3 · Its place in the literature

Who cites it

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

  1. Pooled it
  2. Review
  3. Review
  4. Article
  5. Article
  6. Article
  7. Article
  8. Review
  9. Article
  10. Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. Review
  16. Review
  17. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors.

Simona SantonocitoDepartment of Biomedical and Dental Sciences and Morphological and Functional Imaging, University of Messina, Messina, Italy. Simonasantonocito.93@gmail.com.ORCID http://orcid.org/0000-0003-1020-4341
Marco CicciùDepartment of General Surgery and Surgical-Medical Specialties, School of dentistry, University of Catania, Catania, Italy.ORCID http://orcid.org/0000-0003-2311-9728
Vincenzo RonsivalleDepartment of Biomedical and Dental Sciences and Morphological and Functional Imaging, University of Messina, Messina, Italy.ORCID http://orcid.org/0000-0003-3059-4981

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo evaluate the impact of AI-based chatbots on orthodontic patient education in terms of compliance with oral hygiene procedures and level of knowledge and understanding of the treatment recommendations received. Furthermore, to assess the patient's satisfaction with the information received. MATERIALS AND

methods100 orthodontic patients were enrolled and randomly allocated to receive information leaflets (control group n = 50) or access to an AI-based chatbot created on the guidelines of the leading scientific societies in the field (n = 50). The plaque index (PI) and modified gingival index (MGI) were assessed at baseline (T0) and after 5 weeks of treatment (T1). A questionnaire with a Likert scale was used to evaluate patients' knowledge and satisfaction. Statistical investigations were conducted to perform intra- and inter-group evaluations and to compare the effects of orthodontic therapies on the independent variables analysed. The questionnaire' s reliability was assessed using Cronbach's α.

resultsAt T1, a statistically significant increase in MGI and PI was observed in both analyzed groups (P < 0,001). However, the increase in MGI in the chatbot group was statistically lower than in the control group (P < 0.001). The increase in MGI was significantly higher in the chatbot-fixed orthodontic treatment subgroup than in the chatbot-aligners subgroup (P < 0,001).

conclusionsThe use of AI-based chatbots, whose reliability of the information provided can be validated, positively influences orthodontic oral hygiene in orthodontic patients. Further studies with greater follow-up should be conducted to understand the real impact of AI-based chatbot on patient education and satisfaction.

Indexed as

Oral HygieneOrthodontics, CorrectivePatient Education as TopicAdolescentAdultDental Plaque IndexFemaleGenerative Artificial IntelligenceHumansMaleOrthodonticsPatient CompliancePatient SatisfactionPeriodontal IndexSurveys and QuestionnairesAI-based chatbotArtificial IntelligenceDental monitoringLLMsOral hygieneOrthodonticsOrthodontic treatment

Identifiers

PMID40304793
PMCPMC12043781

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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.