MétaCan
Menu
Back to cohort
Record W4413808119 · doi:10.1111/iej.70020

Teaching Vital Pulp Treatment for Permanent Teeth to Undergraduate/Pre‐Doctoral Students: A Multinational Survey

2025· article· en· W4413808119 on OpenAlexaff
Venkateshbabu Nagendrababu, Mohannad Nassar, Lokhasudhan Govindaraju, Anil Kishen, Paul V. Abbott, Henry F. Duncan

Bibliographic record

VenueInternational Endodontic Journal · 2025
Typearticle
Languageen
FieldDentistry
TopicEndodontics and Root Canal Treatments
Canadian institutionsToronto Rehabilitation InstituteUniversity of Toronto
Fundersnot available
KeywordsMultinational corporationDentistryPulp (tooth)Permanent toothPermanent teethMedical educationMedicineBusiness

Abstract

fetched live from OpenAlex

AIM: To investigate the current status of education in vital pulp treatment (VPT) for the management of permanent teeth in relation to undergraduate/pre-doctoral students at a range of dental schools worldwide. METHODOLOGY: The web-based survey consisted of 28 questions that had been validated and piloted by a range of experienced endodontists. Faculty members who taught endodontics at one dental school in each selected country participated in the survey, which was completed in March 2025. Simple descriptive statistics were used to present the data. RESULTS: Forty faculty members from various countries completed the survey; the majority of which (82.5%) worked at public universities. All participating dental schools included VPT teaching in their undergraduate/predoctoral curricula. The primary method of teaching VPT in the majority of dental schools was didactic lectures. VPT preclinical exercises were included in only 32.5% of the schools. The vast majority of dental schools did not require students to pass a preclinical or clinical competency examination in relation to VPT prior to graduation. Hydraulic calcium silicate materials were the most commonly used for exposed pulps but not for pulps that were not exposed. CONCLUSIONS: VPT has been integrated into the undergraduate/pre-doctoral curriculum of all dental schools that participated in this survey. However, the majority of dental schools that were surveyed lacked preclinical teaching and competency assessments for VPT in both preclinical and clinical scenarios.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.095
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.040
GPT teacher head0.393
Teacher spread0.353 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueInternational Endodontic JournalSame topicEndodontics and Root Canal TreatmentsFrench-language works237,207