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Record W2151382432 · doi:10.1016/j.arthro.2008.08.001

FasT‐Fix Meniscal Repair: Mid‐term Results

2008· article· en· W2151382432 on OpenAlexaff
F. Alan Barber, F. Alexander Schroeder, Fernando Barrera Oro, R. Cole Beavis

Bibliographic record

VenueArthroscopy The Journal of Arthroscopic and Related Surgery · 2008
Typearticle
Languageen
FieldMedicine
TopicKnee injuries and reconstruction techniques
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsMedicineAnterior cruciate ligamentSurgeryRehabilitationMeniscusArthroscopyPhysical therapyIncidence (geometry)

Abstract

fetched live from OpenAlex

PURPOSE: The purpose of this study was to evaluate the clinical success of the FasT-Fix meniscal repair device (Smith & Nephew Endoscopy, Andover, MA) associated with an accelerated rehabilitation program. METHODS: A prospectively collected consecutive series of meniscal repairs performed with the FasT-Fix device was studied. The Lysholm, Tegner, Cincinnati, and International Knee Documentation Committee activity scores, along with the clinical examination findings and adverse events, were recorded for all patients. Associated procedures were recorded. An accelerated postoperative rehabilitation program was followed, independent of concurrent anterior cruciate ligament surgery. RESULTS: Forty-one meniscal repairs were performed, with an average follow-up of 30.7 months (range, 12 to 58 months). Twenty-nine of 41 repairs were performed in conjunction with anterior cruciate ligment reconstruction. The other repairs were in stable knees. There were 26 medial and 15 lateral meniscus repairs. Both menisci were repaired in 5 knees. Repeat arthroscopies were performed for 12 repairs and 7 (17%) were found to have failed. The preoperative and postoperative Lysholm, Tegner, Cincinnati, and International Knee Documentation Committee activity scores were 47.3 and 87.4, 3.4 and 7.2, 38.7 and 82.8, and 2.3 and 3.4, respectively. CONCLUSIONS: The FasT-Fix meniscal repair associated with an accelerated rehabilitation program resulted in clinically effective meniscal repair in 83% at the time of follow-up. Clinical outcome measures all improved. LEVEL OF EVIDENCE: Level IV, therapeutic case series.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.219
Threshold uncertainty score0.521

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.013
GPT teacher head0.256
Teacher spread0.242 · 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 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

Citations89
Published2008
Admission routes1
Has abstractyes

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