MétaCan
Menu
Back to cohort
Record W2331106325 · doi:10.1097/prs.0b013e3182958a6d

Subglandular Breast Augmentation with Textured, Anatomic, Cohesive Silicone Implants

2013· article· en· W2331106325 on OpenAlexaffabout
Frank Lista, Roberto Tutino, Adeel N Khan, Jamil Ahmad

Bibliographic record

VenuePlastic & Reconstructive Surgery · 2013
Typearticle
Languageen
FieldMedicine
TopicBreast Implant and Reconstruction
Canadian institutionsUniversity of TorontoUniversity of Ottawa
Fundersnot available
KeywordsSiliconeBreast augmentationOrthodonticsImplantDentistryMedicineSurgeryMaterials scienceComposite material

Abstract

fetched live from OpenAlex

BACKGROUND: The Allergan Style 410 implant is a textured, anatomic, highly cohesive silicone gel-filled breast implant. Despite its widespread use in both Europe and Canada, limited data exist regarding long-term outcomes. The purpose of this study was to investigate outcomes using the Style 410 implant for primary subglandular breast augmentation. METHODS: A retrospective chart review was performed to identify all patients who underwent primary subglandular breast augmentation through an inframammary incision with the Style 410 implant. Patient demographics and implant characteristics were documented. Complications were examined, along with reoperation rate. RESULTS: Between 2002 and 2011, 440 consecutive patients were identified, with 16.6 percent of patients experiencing a complication and 10.7 percent requiring reoperation. The most common complication was malrotation, experienced by 5.2 percent of patients; this was largely managed nonoperatively. Baker grade III or IV capsular contracture occurred in 1.8 percent of patients, and 1.4 percent of patients presented with late seroma. No cases of anaplastic large cell lymphoma were identified. The most frequent indication for reoperation was revision breast surgery for inadequate cosmetic result (3.6 percent of patients). Larger implant volume correlated with significantly higher complication rates; however, implant profile did not. CONCLUSIONS: The complication and reoperation rates with the Style 410 implant are consistent with those of other implants. This device may possess certain inherent advantages over other breast implants currently available; however, there are also several problems associated with textured anatomic implants that must be considered when deciding on the best approach to breast augmentation for a patient. CLINICAL QUESTION/LEVEL OF EVIDENCE: Therapeutic, IV.

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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)0.0010.000

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 head0.010
GPT teacher head0.214
Teacher spread0.204 · 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 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

Citations87
Published2013
Admission routes2
Has abstractyes

Explore more

Same venuePlastic & Reconstructive SurgerySame topicBreast Implant and ReconstructionFrench-language works237,207