MétaCan
Menu
Back to cohort
Record W4405720354 · doi:10.12775/qs.2024.36.56622

Evaluation of the Efficacy of Laser Therapy in Treating Postoperative Scars in Athletes and Its Impact on Recovery Time and Return to Physical Activity

2024· article· en· W4405720354 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueQuality in Sport · 2024
Typearticle
Languageen
FieldMedicine
TopicLaser Applications in Dentistry and Medicine
Canadian institutionsnot available
Fundersnot available
KeywordsAthletesMedicineScarsPhysical therapySurgery

Abstract

fetched live from OpenAlex

Postoperative scarring presents a significant challenge in sports medicine, particularly for athletes seeking a rapid return to intensive physical activity. This study aimed to evaluate the efficacy of laser therapy in improving the quality of postoperative scars and its impact on rehabilitation time. A cohort of competitive athletes aged 18–40 with hypertrophic scars resulting from orthopedic surgeries underwent five biweekly sessions of laser therapy using fractional CO2 and pulsed dye lasers (PDL). Scar assessment included the Vancouver Scar Scale (VSS) and Cutometer-based skin elasticity measurements, with additional evaluations of pain and functionality using the Visual Analog Scale (VAS). Fractional CO2 laser therapy significantly reduced VSS scores by 2.5 points and increased skin elasticity by 15%, while PDL therapy effectively decreased erythema by 30%. Athletes treated with laser therapy returned to high-intensity training an average of three weeks earlier than those receiving standard scar treatments. Side effects, such as transient redness and swelling, were mild and resolved within 2–3 days. These findings suggest that laser therapy, particularly fractional CO2 and PDL, is a safe and effective intervention for managing postoperative scars in athletes, enhancing both aesthetic and functional outcomes while accelerating rehabilitation timelines. Further research is recommended to optimize protocols and evaluate long-term benefits.

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)0.002
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 score0.513
Threshold uncertainty score0.196

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
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 head0.046
GPT teacher head0.426
Teacher spread0.381 · 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