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.
Bibliographic record
Abstract
Objective: The aim of this study was to investigate the effect of aerobic exercise for 3 months on serum levels of CRP in low-activity smoker and non-smoker males.Materials and Methods: For this purpose, 26 adult male volunteers were chosen randomly to participate in the study in two groups: smokers (number = 13) and non-smokers (number = 13).Both research groups participated in a three-month aerobic exercise program of 3 sessions ranging from 45 to 60 minutes.Exercise intensity was considered 60 to 80 percent of the maximum heart rate during the exercise program.Independent t-test and t-correlated test were used to analyze the data.Results: findings showed that there is a significant difference between CRP levels, body weight, body mass index, and body fat percentage in adult male smokers and non-smokers.The results also indicated that 12 weeks of aerobic training and nicotine treatments improved serum CRP levels, body weight, body mass index, and body fat percentage in adult male smokers.Conclusion: The findings of the present study showed that inactive smoker males have higher levels of CRP as inflammatory cytokines in compare to non-smokers, which confirms a number of previous studies.On the other hand, the intervention of aerobic training for 12 weeks leads to a decrease in CRP in both smokers and non-smokers.However, the improvement in the smokers group is much more than the non-smokers group.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.969 | 0.980 |
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 it