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Record W7115884200 · doi:10.52609/jmlph.v6i1.238

Law Governing Cross-Border Disputes in Prosthetic Dentistry

2025· article· en· W7115884200 on OpenAlexvenueno aff

Bibliographic record

VenueThe Journal of Medicine Law & Public Health · 2025
Typearticle
Languageen
FieldHealth Professions
TopicGlobal Healthcare and Medical Tourism
Canadian institutionsnot available
Fundersnot available
KeywordsHarmLegislationConventionHealth careInternational lawMediationPsychological intervention

Abstract

fetched live from OpenAlex

Medical tourism, including in the fields of prosthetic and maxillofacial dentistry, is a rapidly developing segment of the global healthcare industry. With the development of new technologies, such as 3D printing and dental implants, increasing numbers of patients are traveling abroad for dental treatment. This study demonstrates the complex legal consequences of medical errors in prosthetic dental treatment and clarifies the subtleties of professional fault according to the principles of law, and highlights the dual ergonomic and aesthetic aspects of prosthetic dentistry that differentiate it from direct therapeutic interventions and complicate both demonstration of harm and attribution of responsibility. It addresses the principles of private international law governing conflicts of law, and clarifies how the applicable law is determined when dentist and patient are from different countries, or when treatment has occurred abroad. It also provides a comparison of international regulations and legislation protecting patient rights, such the Oviedo Convention and the World Health Organization Declaration, and exposes the lack, in national laws, of any specific rules governing dental medical liability. The study concludes by stressing the need to increase dentists' understanding of the law, create new ways, such as mediation and arbitration, to settle disputes, and create a unified, global legal framework for medical responsibility in prosthetic dentistry.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.040
metaresearch head score (Gemma)0.045
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.040
Threshold uncertainty score0.212

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0400.045
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0130.030
Scholarly communication0.0130.008
Open science0.0020.009
Research integrity0.0160.010
Insufficient payload (model declined to judge)0.0040.001

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 head0.072
GPT teacher head0.546
Teacher spread0.474 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations0
Published2025
Admission routes1
Has abstractyes

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