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Record W4412843228 · doi:10.36283/ziun-pjmd14-3/056

Comparative Analysis of Guided Bone Regeneration and Allograft Materials in Periodontal Implant Treatment :A Systematic Review and Meta-Analysis

2025· article· en· W4412843228 on OpenAlexaboutno aff
Waqas Memon, Mehvish Saleem, Shazia Shaikh, Permanand, Arsalan Ahmed, Muhammad Hussain

Bibliographic record

VenuePakistan Journal of Medicine and Dentistry · 2025
Typearticle
Languageen
FieldDentistry
TopicDental Implant Techniques and Outcomes
Canadian institutionsnot available
Fundersnot available
KeywordsMeta-analysisMedicineDentistryImplantDental implantSystematic reviewMEDLINESurgeryInternal medicineChemistry

Abstract

fetched live from OpenAlex

Background: Guided Bone Regeneration (GBR) treatment with allograft materials finds regular use in periodontal implant procedures to rebuild the alveolar bone structure and boost implant success rates. This systematic review and meta-analysis aimed to evaluate the effectiveness of GBR with allografts versus other implant approaches to identify the most effective periodontal treatment. Methods: This systematic review and meta-analysis were conducted according to the PRISMA 2020 guidelines. The literature retrieval was conducted using PubMed, Scopus, Web of Science, and Google Scholar up to May 2025. The relevant studies compared guided bone regeneration (GBR). The Cochrane tool and Newcastle-Ottawa Scale (NOS) were used to determine risk of bias for observational studies and RCTs, respectively. The RevMan 5.4.1 was deployed to conduct meta-analyses, and pooled estimates were obtained using a random-effect model. Heterogeneity was determined by the I2 statistic. GRADE framework was used for the certainty of evidence. Results: 9 studies (5 RCTs, 3 observational, and 1 retrospective study) were included. Vertical/horizontal bone gain and peri-implant probing depth were the primary outcomes. Meta-analysis revealed significant bone gain results on GBR (SMD: 0.83, 95% CI: 0.31-1.34) and no significant difference on probing depth (SMD: 1.23, 95% CI: -0.75-3.22). Most studies had a low risk of bias. The probing depth had significant heterogeneity (I2 = 86%), whereas bone gain heterogeneity was not present (I2 = 0%). Discussion: Periodontal implant stability improves through GBR treatment beyond the use of allograft procedures, which still show effective results in clinical practice.

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: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.184
Threshold uncertainty score0.512

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0040.000
Bibliometrics0.0010.001
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 head0.078
GPT teacher head0.416
Teacher spread0.337 · 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 designMeta-analysis
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

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Same venuePakistan Journal of Medicine and DentistrySame topicDental Implant Techniques and OutcomesFrench-language works237,207