MétaCan
Menu
Back to cohort
Record W4224862178 · doi:10.5152/j.aott.2022.21325

Application of mesh plate for the treatment of an osteochondral fracture of the medial femoral condyle with medial wall fracture: A case report

2022· article· en· W4224862178 on OpenAlexaboutno aff
Yusuke Mochizuki, Norio Yamamoto, Tomoyuki Noda, Toshifumi Ozaki

Bibliographic record

VenueActa Orthopaedica et Traumatologica Turcica · 2022
Typearticle
Languageen
FieldMedicine
TopicTotal Knee Arthroplasty Outcomes
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineCondyleInternal fixationSurgeryFixation (population genetics)FemurFemoral fractureFracture (geology)OrthodonticsAnatomy

Abstract

fetched live from OpenAlex

Osteochondral fractures of the medial femoral condyle accompanied by medial wall fracture are rare. Surgeons often have difficulty in selecting the most appropriate treatment, especially the plating technique for internal fixation since the available femoral locking plates are made to fit the femoral lateral condyle and there is no anatomical plate for the medial condyle. We, herein, report a case of a 44-year- old female patient who suffered from an osteochondral fracture of the medial femoral condyle accompanied by medial wall fracture treated by a low-profile mesh plate contoured to fit around the fracture site. Bone union was achieved at postoperative week 12 and the patient was able to return to her normal activities. At the 16-month follow-up exam, the patient's functional and clinical outcomes were satisfactory. Her Oxford knee score was 47 points, and the Western Ontario and McMaster Universities Arthritis Index scores were 2 points for pain and 5 points for physical function. We believe that the mesh plate has several advantages. This is the first report of using a mesh plate for the femur, and we were able to achieve good results. We conclude that treatment with a mesh plate can be applied in well- selected patients with medial femoral condyle osteochondral fracture and has the potential to be applied to the treatment of fractures in various regions in the future.

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: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.001
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0040.002
Insufficient payload (model declined to judge)0.0020.001

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 head0.018
GPT teacher head0.280
Teacher spread0.263 · 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 designCase report
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

Citations2
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueActa Orthopaedica et Traumatologica TurcicaSame topicTotal Knee Arthroplasty OutcomesFrench-language works237,207