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Record W4394253999 · doi:10.6084/m9.figshare.22256528

AQUATIC SPORTS REHABILITATION ON FUNCTIONAL RECOVERY OF KNEE JOINT INJURY

2023· dataset· en· W4394253999 on OpenAlex
Qin Li, Shan Chen, Yuanyuan Zang, Xiaoyan Zhang, Hong Chen

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

VenueFigshare · 2023
Typedataset
Languageen
FieldHealth Professions
TopicPhysical Education and Training Studies
Canadian institutionsInstitute for Clinical Evaluative SciencesPublic Health OntarioUniversity of TorontoHealth Canada
Fundersnot available
KeywordsRehabilitationKnee JointPhysical medicine and rehabilitationJoint (building)Sports injuryPhysical therapyMedicineEngineeringSurgeryCivil engineering

Abstract

fetched live from OpenAlex

ABSTRACT Introduction Knee joint injury is a common sports injury and how to speed up the recovery process is a concern for all athletes. Objective Determine whether aquatic sports rehabilitation nursing can accelerate the rehabilitation process of knee joint injuries. Methods Thirty patients with knee ligament or meniscal injury were divided into an aquatic sports group and a control group. The control group assumed general recovery measures, while the aquatic exercise group was added another 8 weeks of rehabilitation nursing with aquatic exercises. The evolution of the degree of knee joint pain, knee joint range of motion, knee joint muscle strength and other indicators before and after the experiment were compared. Results After 8 weeks of intervention, pain and activities of daily living in the aquatic exercise group improved significantly compared with those before the experiment; the degree of recovery from knee joint injury in the aquatic exercise group was significantly better than that in the control group, and knee joint flexion range of motion, flexor and extensor muscle strength, and other indicators in the aquatic exercise group were significantly better than those in the control group. Conclusion Aquatic rehabilitation exercise can accelerate the recovery process of patients with knee joint injuries. Level of evidence II; Therapeutic studies - investigation of treatment outcomes.

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)0.000
metaresearch head score (Gemma)0.011
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.062
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.011
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 integrity0.0000.001
Insufficient payload (model declined to judge)0.1080.046

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 head0.157
GPT teacher head0.433
Teacher spread0.276 · 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