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Record W4243324364 · doi:10.53647/gjds.2021.v01i03.10

A non-invasive technique for management of non-vital teeth discoloration by intracoronal bleaching (A case report)

2021· article· en· W4243324364 on OpenAlexaff
Neha Agrawal, Mansi Tiwari, Anshul Sharma

Bibliographic record

VenueGlobal Journal of Dental Specialty · 2021
Typearticle
Languageen
FieldDentistry
TopicDental Erosion and Treatment
Canadian institutionsHorizon College and Seminary
Fundersnot available
KeywordsDentistryMedicineOrthodontics

Abstract

fetched live from OpenAlex

Anterior teeth that are discolored and non-vital are a common aesthetic concern for many patients. In addition, it may affect their self-esteem, self-concept, and career prospects. There are many reasons for discolored non-vital teeth, including trauma, caries, endodontic treatment, and unsuccessful restorations. The treatment of such patients poses a challenge to dental practitioners. Among the options post-endodontic restorations include veneers, laminates, crowns, and bleaching, which is a noninvasive procedure. There has been advancement in the treatment of this problem with intracoronal bleaching of non-vital teeth. An intracoronal bleaching technique was successfully employed to lighten the discoloration in this case report of a root canal treated tooth within two months which showed a noticeable reduction in discoloration.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.240
Threshold uncertainty score0.780

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.009
GPT teacher head0.302
Teacher spread0.292 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designCase report
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
Published2021
Admission routes1
Has abstractyes

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