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Record W32836835

Frontal sinus stents: how long can they be kept in?

2008· article· en· W32836835 on OpenAlexaff
Denny Lin, Ian Witterick

Bibliographic record

VenuePubMed · 2008
Typearticle
Languageen
FieldMedicine
TopicSinusitis and nasal conditions
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsMedicineGynecology
DOInot available

Abstract

fetched live from OpenAlex

BACKGROUND: The frontal recess can be a difficult area to manage postoperatively as recurrent disease and stenosis may obstruct drainage of the frontal sinus. Frontal sinus stents may be used to maintain patency temporarily. We reviewed the outcomes of frontal sinus stents left in patients for longer than 3 months to determine how long a long-term frontal stent can be left in situ. STUDY DESIGN: Retrospective chart review of patients who had frontal sinus stents in situ for 3 months or longer during a 6-year span. METHODS: A retrospective review of patients who had frontal stents in situ longer than 3 months from April 2000 to March 2006. Eleven charts were reviewed. RESULTS: Eleven patients had 21 frontal stents placed. Ten stents were still in situ at the end of the period studied. In the remaining 11 stents, the average duration of placement was 16.3 months. The spontaneous dislodgement rate was 14%, occurring at an average of 8.8 months. Irreversible obstruction, complication, and failure rates were 5%, 5%, and 9%, respectively. CONCLUSIONS: In this series, long-term frontal stents (defined as those left in for longer than 3 months) have been safely left in situ for an average of 16.3 months. Benefits include relative ease of placement and good patient tolerance. Disadvantages include periodic stent replacement from dislodgement or obstruction, the occasional need for suctioning to maintain patency, and the potential for stent migration into the frontal sinus. One of 11 patients had a failure of symptom control, requiring additional frontal sinus surgery.

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)0.002
metaresearch head score (Gemma)0.009
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0010.003
Open science0.0010.000
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.043
GPT teacher head0.228
Teacher spread0.185 · 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

Citations20
Published2008
Admission routes1
Has abstractyes

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