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Record W2019167533 · doi:10.2519/jospt.2010.0302

Patellofemoral Pain Syndrome: Proximal, Distal, and Local Factors—International Research Retreat, April 30–May 2, 2009, Baltimore, Maryland

2010· article· en· W2019167533 on OpenAlexaboutno aff
Irene S. Davis, Christopher M. Powers

Bibliographic record

VenueJournal of Orthopaedic and Sports Physical Therapy · 2010
Typearticle
Languageen
FieldEngineering
TopicLower Extremity Biomechanics and Pathologies
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineGerontologyPhysical therapyPhysical medicine and rehabilitation

Abstract

fetched live from OpenAlex

Patellofemoral pain syndrome (PFPS) is a clinical condition that is characterized by retropatellar and/or peripatellar pain associated with activities involving lower limb loading (eg, walking, running, jumping, stair climbing, and prolonged sitting and kneeling). PFPS is the most common overuse injury of the lower extremity, and is particularly prevalent in those who are physically active. While treatment for PFPS may be successful for the short-term, long-term results are less promising. The lack of long-term success in treating this condition may be due to the underlying etiologic factors not being addressed. While it is generally agreed that many factors can lead to PFPS, it is our contention that these factors are still not well-understood. The mission of this first international research retreat was to bring scientists together from around the world who were conducting research aimed at understanding the factors that are related to the development, and consequently the treatment, of PFPS. These etiologic factors were classified as local, distal, and proximal. A call for abstracts for the retreat was made in the summer of 2008. All abstracts were peer-reviewed for scientific merit and relevance to the retreat. In the end, 32 abstracts were accepted for podium presentations and 11 were accepted as posters. In total, 55 participants from 10 countries, including Australia, Belgium, Brazil, Canada, Israel, Italy, the Netherlands, Singapore, United Kingdom, and the United States, contributed to the retreat. The format of the 2-day meeting included 3 keynote presentations interspersed with 15-minute podium presentations and 5-minute poster presentations. This first retreat was held in Fells Point, Baltimore, Maryland and was hosted by the Division of Biokinesiology and Physical Therapy at the University of Southern California. Included in this PDF is a consensus statement, a listing of the presentations and authors, and abstracts of each of the presentations made at the conference. J Orthop Sports Phys Ther 2010;40(3):A1–A48. doi:10.2519/jospt.2010.0302

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.019
Threshold uncertainty score0.063

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0190.003

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 head0.023
GPT teacher head0.272
Teacher spread0.250 · 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 designNot applicable
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

Citations182
Published2010
Admission routes1
Has abstractyes

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