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Record W4416696290 · doi:10.32098/mltj.04.2025.04

Walking-to-Jogging Transition Criteria after Anterior Cruciate Ligament Reconstruction in Soccer Players: A Narrative Review

2025· article· W4416696290 on OpenAlexaff
Rosario D’Onofrio, Matteo Masucci, Dario Pompa, Vincenzo Manzi

Bibliographic record

VenueMuscles Ligaments and Tendons Journal · 2025
Typearticle
Language
FieldMedicine
TopicKnee injuries and reconstruction techniques
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsAnterior cruciate ligament reconstructionReturn to sportAnterior cruciate ligamentNarrative reviewRange of motionSquatTest (biology)

Abstract

fetched live from OpenAlex

Objective. To identify the criteria for transition from walking to jogging training in soccer players after ACL reconstructive surgery. Methods. We have conducted a literature synthesis process using Arksey & O’Malley’s methodology to answer precise research questions. The questions identified for conducting it were: A) What are the clinical criteria and the timing for prescribing return to running after anterior cruciate ligament reconstruction in soccer players? B) What are the postural/functional criteria for prescribing a return to jogging after ACL reconstruction in soccer players? To answer these questions, we performed a literature search of the last six years (January 2018- February 2024) on Web of Science, PEDro, SPORTDiscus, Google Scholar, and PubMed electronic biomedical database. Results. The return to jogging is not related to the time of surgery but to the achievement of the following goals: a) Complete range of motion (ROM) of the knee; b) No pain; c) No effusion (swelling); d) IKDC >90/100; e) Triple crossover hop test of uninjured side; f) Single leg hop tests >90% of uninjured side; g) Single leg squat test or step up without increase in knee valgus/varus; h) Trendelenburg sign negative; i) Pelvic drop negative; l) physiological ratio Q/H; m) Sufficient quality of movement during foundation technical and athletic skills. The timing for return to jogging is about 12 weeks after reconstructive surgery. Conclusions. Transitioning from walking to jogging training requires the athlete to achieve precise clinical, rehabilitation, and postural/functional objectives.

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)0.006
metaresearch head score (Gemma)0.039
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: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.012
Threshold uncertainty score0.032

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.039
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.003
Bibliometrics0.0120.010
Science and technology studies0.0010.001
Scholarly communication0.0030.003
Open science0.0020.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.008
GPT teacher head0.317
Teacher spread0.309 · 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
GenreReview

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
Published2025
Admission routes1
Has abstractyes

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