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Record W3136101250 · doi:10.21037/aoj-20-71

The direct anterior approach to the hip for total hip arthroplasty: a blind guide (with traction table)

2021· article· en· W3136101250 on OpenAlex
Mazin Ibrahim, Jason H. Thompson, James L. Howard, Brent A. Lanting

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueAnnals of Joint · 2021
Typearticle
Languageen
FieldMedicine
TopicOrthopaedic implants and arthroplasty
Canadian institutionsLondon Health Sciences Centre
Fundersnot available
KeywordsTotal hip arthroplastyTraction (geology)MedicineTable (database)Hip arthroplastyArthroplastyPhysical medicine and rehabilitationPhysical therapyComputer scienceSurgeryEngineeringData miningMechanical engineering

Abstract

fetched live from OpenAlex

The direct anterior approach (DAA) to the hip is gaining popularity worldwide. It has even become an integral part of orthopaedic training programs across the globe. This approach is well known for its long learning curve, which makes it challenging for residents and fellows to master in a short period of time during their rotations to different subspecialties. There is good evidence to support utilising this approach for a total hip arthroplasty (THA) as it affords patients an improvement in early recovery by way of better gait and kinematics compared to traditional approaches. This approach can be used to expedite patient’s recovery with the aim of an early discharge in the form of an outpatient THA. The enhanced recovery program and day case hip arthroplasty using this approach is our standard practice and works perfectly with this muscle sparing approach. The aim of this article is to present a step-by-step guide for this approach for residents and fellows, and can be adopted by any surgeon working in a teaching setting. This is a full description of our institutional anterior approach to the hip that can be used for primary THA as well as revision cases using a dedicated traction table. This approach can be used for treating femoral neck fractures, periprosthetic infections and periprosthetic fractures. Femoral osteotomy for revision cases can be utilised in a similar fashion to other traditional approaches.

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.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.744
Threshold uncertainty score0.301

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.066
GPT teacher head0.314
Teacher spread0.248 · 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