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Record W3210854894 · doi:10.13130/amsum/13400

Bone marrow lesions in the knee: early results of patients treated with subcondroplasty

2020· article· en· W3210854894 on OpenAlexaboutno aff
Pietro Randelli, Martina Ricci

Bibliographic record

VenueRiviste UNIMI (Università degli studi di Milano) · 2020
Typearticle
Languageen
FieldMedicine
TopicOrthopedic Infections and Treatments
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineWOMACOsteoarthritisSurgeryKnee painKnee JointCohortAnklePercutaneousArthroscopyInternal medicine

Abstract

fetched live from OpenAlex

Introduction: Subchondroplasty is a percutaneous procedure in which calcium phosphate is injected inside BMLs (Bone Marrow Lesions) area under fluoroscopic guidance. The main aim of the present cohort study is to evaluate the effects of subchondroplasty associated to knee arthroscopy in reducing pain and improving in knee function in patients suffering from BMLs located on femoral condyles or tibial plateau. Methods: 30 patients (mean age 65.4 years) were evaluated pre-operatively and at 6 and 12 months after surgery. Numeric pain Rating Scale (NRS), Knee Society Score (KSS), Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC), International Knee Documentation Committee (IKDC) were evaluated. Secondarily, edema healing and bone structure were controlled at follow-up by x-ray and MRI. Results: An improvement in all evaluated scores was found at 6 months after surgery compared to the baseline. NRS changed from a mean value of 7 to 1 at 6 months and to 0.86 at 1 year of follow-up, revealing a marked improvement of pain after the procedure (p<0.0001). Furthermore, IKDC and WOMAC scores showed a statistically significant improvement in knee function at 6 months after subchondroplasty (from 26.96 to 70.10 and from 46.87 to 9.00, respectively), which remained stable after 12 months; KSS in every section (objective, satisfaction and function) raised as well during the follow-up. In three cases the treatment failed and a total knee replacement was performed due to persistence of symptoms. Conclusions: Subchondroplasty seems to be safe, reliable and effective in pain reduction and knee function improvements, even though effects at long term still have to be verified. Level of evidence: II, Prospective cohort study Keywords: BML; MRI; STIR; CRPS; SONK.

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)0.000
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 score0.015
Threshold uncertainty score0.583

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.015
GPT teacher head0.212
Teacher spread0.197 · 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

Citations1
Published2020
Admission routes1
Has abstractyes

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