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Record W4283710727 · doi:10.36106/ijsr/1904239

STUDY OF THE CLINICO-RADIOLOGICAL OUTCOME OF PCL RETAINING TOTAL KNEE ARTHROPLASTY IN SEVERE VARUS DEFORMITY: A PROSPECTIVE OBSERVATIONAL STUDY.

2022· article· en· W4283710727 on OpenAlexaboutno aff
Manoj Kandel, Sanjeeb Mahajan, Rahul Gupta, Devinder Gupta, Gunwinder Singh

Bibliographic record

VenueINTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH · 2022
Typearticle
Languageen
FieldMedicine
TopicTotal Knee Arthroplasty Outcomes
Canadian institutionsnot available
Fundersnot available
KeywordsMedicinePosterior cruciate ligamentRadiological weaponOrthopedic surgeryVarus deformityWOMACRange of motionOsteoarthritisProsthesisSquatting positionTotal knee arthroplastyProspective cohort studyArthroplastySurgeryPhysical therapyAnterior cruciate ligament

Abstract

fetched live from OpenAlex

Introduction: The role of the posterior cruciate ligament (PCL) in total knee arthroplasty (TKA) has been widely discussed in the orthopedic literature. It has been suggested that PCLretaining can produce femoral rollback, which increases the range of exion and prevents posterior translation. This in effect, reduces loosening and excessive polyethylene wear by decreasing the shear stresses at the xation surfaces. With consideration proper selection of patients, adequate attention to surgical technique and asepsis, proper Intra-operative soft tissue balancing, correct alignment of prosthesis and postoperative rehabilitation of patients, cruciate retaining total knee replacement has yielded excellent results Aim: The aim of this prospective study is to evaluate the clinic-radiological outcome of PCL retaining total knee arthroplasty in severe varus deformity Materials and Methods: This is a prospective study in which patients were randomly selected, and PCL retaining surgery was done for those knees with severe varus deformity and assessed the functional outcome using functional knee scores and oxford knee score and WOMAC (Western Ontario and McMaster Universities Osteoarthritis Index) questionnaires during the period between July 2016 to June 2018. Conclusion: PCL-retaining total knee arthroplasty appears to provide better range of motion and stair-climbing ability similar to anatomical knee.

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)0.001
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 score0.002
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.001
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 head0.246
GPT teacher head0.450
Teacher spread0.204 · 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
Published2022
Admission routes1
Has abstractyes

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