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Record W4327761238 · doi:10.17816/vto170996

Early results of revision acetabular endoprosthetics using individual designs

2023· article· en· W4327761238 on OpenAlexaboutno aff
Hovakim A. Aleksanyan, Hamlet A. Chragyan, S. V Kagramanov, Artem V. Ivanov, Konstantin Yu. Ukolov, Egor V. Polevoy

Bibliographic record

VenueN N Priorov Journal of Traumatology and Orthopedics · 2023
Typearticle
Languageen
FieldMedicine
TopicOrthopaedic implants and arthroplasty
Canadian institutionsnot available
Fundersnot available
KeywordsOrthodonticsAcetabulumComputer scienceMedicineSurgery

Abstract

fetched live from OpenAlex

BACKGROUND: 3D-printed implants are one of the options for acetabulum reconstruction. The popularity of this technique is increasing every year. AIM: To evaluate the early clinical, radiological and functional results of revision arthroplasty using individual acetabular components in patients with acetabulum bone defects. MATERIALS AND METHODS: Revision endoprosthetics was performed in 50 patients. There were 36 female and 14 male patients. The patients mean age was 60.413.4 (2389) years. According to the Paprosky classification, the defects in 1 case corresponded to type IIC, in 12 cases to type IIIA, in 37 cases to type IIIB, including 8 cases with violation of the acetabulum integrity. Hip joint function was assessed using the Harris Hip Score (HHS), pain severity using the Visual Analogue Scale (VAS), and social adjustment using the Western Ontario and McMaster Universities Arthritis Index (WOMAC). RESULTS: Significant improvement was obtained on all assessment scales. The HHS score improved on average from 33.6 to 87.1 points, the VAS scale from 78.1 to 4.7 points, and the WOMAC from 75.8 to 11.6 points. There were 8 cases (21%) with complications in total. In one case with a violation of the acetabulum integrity we observed migration of the sciatic bone from the lower flange of the construct. CONCLUSION: Thus, the results of the acetabulum reconstruction using individually fabricated acetabular components are promising.

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)0.000
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 score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
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 head0.070
GPT teacher head0.321
Teacher spread0.251 · 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

Citations0
Published2023
Admission routes1
Has abstractyes

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