Bibliographic record
Abstract
Objectives:It is to observe the changes in glucose metabolism of skeletal muscle in rat after overtraining and explore the effects of overtraining on glucose metabolism.Methods;SD rats were randomly divided into group Con(7,sedentary control),group Mtr(8,moderate intensity training) and group Otr(9,over training).Both training groups were doing 9-week treadmill training.Skeletal muscle glycogen levels,LDH,PK,SHD,SOD activity and MDA concentrations were determined and morphological changes of muscular tissue were observed by electron microscopy after the 9-week training.Results;Muscle glycogen levels in group Otr were lower compared with that in group Mtr.A variety of enzymatic activity was subjected to varying degrees of inhibition.MDA concentrations increased,and morphology of mitochondria was swelling to be vacuoles.Conclusions:The dysfunction of glucose metabolism in rat skeletal muscle after overtraining is probably owing to the free radical impairment from the exhaustive exercise.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".