Bibliographic record
Abstract
PURPOSE: Patient-administered and professionally administered periimplant maintenance have been recommended to ensure long-term periimplant tissue health. In this narrative review, the effectiveness of patient and professionally administered interventions and the current level of evidence that periimplant maintenance therapy is effective in preventing the occurrence of periimplant disease were examined. MATERIALS AND METHODS: A systematic literature search was performed in Ovid MEDLINE, EMBASE, Cochrane Library, and Web of Science, for evidence-based articles in support of the above topics. RESULTS: Twenty-six clinical trials were included and stratified into categories based on topics. CONCLUSIONS: The following conclusions were reached: (a) mechanical plaque removal is the foundation of successful periimplant therapy; (b) patient- and professionally administered plaque control has been shown to reduce periimplant inflammation, although complete resolution of inflammation is not always evident; (c) the use of adjunctive chemical agents in maintaining periimplant health still remains to be determined; and (d) regular periimplant maintenance plays a significant role in maintaining periimplant soft and hard tissue health.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.005 | 0.002 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.015 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".