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Record W4417419904 · doi:10.4103/jisp.jisp_364_24

An inverted partially epithelialized connective tissue graft around dental implants: A report of three cases

2025· article· en· W4417419904 on OpenAlexaff
Ioannis Tsourounakis, Carlo Sgarbanti

Bibliographic record

VenueJournal of Indian Society of Periodontology · 2025
Typearticle
Languageen
FieldDentistry
TopicDental Implant Techniques and Outcomes
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsConnective tissueDense connective tissueSmooth surfaceTissue GraftBone transplantation

Abstract

fetched live from OpenAlex

In clinical practice, it is common to encounter dental implants with insufficient keratinized mucosa width (KMW) and decreased peri-implant mucosa thickness (MT). Research indicates that such soft-tissue deficiencies can lead to unsatisfactory esthetic results and decreased bone stability over time. This case report presents a variation of standard free gingival graft and connective tissue graft (CTG) techniques, termed the inverted partially epithelialized CTG (IPE-CTG). Three patients (2 males and 1 female) experiencing insufficient attached gingiva and reduced peri-implant tissue volume were effectively treated with the IPE-CTG. This approach involves placing a partially epithelialized graft as an onlay graft on the recipient site, with the epithelialized surface oriented apically and the de-epithelialized surface directed coronally. This technique aims to address KMW and MT deficiencies in a single procedure. All cases treated with the IPE-CTG exhibited stable results over a 12-month period, with notable improvements in both KMW and MT.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.337
Threshold uncertainty score0.800

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
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 head0.024
GPT teacher head0.344
Teacher spread0.319 · 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 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

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

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