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Record W2086534311 · doi:10.1097/iop.0b013e318177ebc7

Methods of Antibiotic Instillation in Porous Orbital Implants

2008· article· en· W2086534311 on OpenAlexaff
Jaime Badilla, Peter J. Dolman

Bibliographic record

VenueOphthalmic Plastic and Reconstructive Surgery · 2008
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicOcular Disorders and Treatments
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsPenetration (warfare)ImplantSyringeMedicineBiomedical engineeringPorosityPolyethyleneMaterials scienceSurgeryComposite material

Abstract

fetched live from OpenAlex

PURPOSE: Soaking porous implants in antibiotic solution at the time of implantation is often recommended to promote fibrovascular ingrowth and reduce risk of infection. This study evaluated antibiotic penetration in porous implants using different instillation techniques. METHODS: Penetration of methylene blue in three 20-mm diameter porous implants (hydroxyapatite, porous polyethylene, and aluminum oxide) was measured using 4 different techniques: 1) soaking in dye for 5 minutes; 2) compressing the implant in dye in a 60-ml syringe for 1 and 2 minutes; 3) aspirating dye through the implants in a 60-ml syringe for 1 and 2 minutes; and 4) direct injection of dye in the center of the implants. Each implant was cut in half to measure penetration in 4 quadrants by 2 independent observers. RESULTS: Soaking the implants for 5 minutes resulted in 6 mm penetration of dye from the surface in hydroxyapatite and no penetration in the others. Compressing or aspirating implants in dye for both 1 minute and 2 minutes resulted in complete penetration to the center in all implants. Direct injection resulted in complete distribution in hydroxyapatite, localized within 4 mm of the injection site in porous polyethylene, and no penetration in aluminum oxide. CONCLUSIONS: Best penetration of fluid in all implants was achieved with aspiration or compression within a syringe. If an implant becomes infected, topical instillation of antibiotic is unlikely to reach the sites of infected pores. Direct injection of antibiotic may be helpful for porous implants providing the needle pore does not get blocked while penetrating the implant as it did with the 3 aluminum oxide implants tested in this study.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.018
GPT teacher head0.270
Teacher spread0.253 · 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 designBench or experimental
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

Citations18
Published2008
Admission routes1
Has abstractyes

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