Leptin and adiponectin in obese and non-obese subjects with asthma
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: To understand the role of leptin and adiponectin in obese asthmatics. METHODS: We compared serum leptin, adiponectin and sputum leptin levels in 44 non-obese and 44 obese subjects. RESULTS: We found higher serum leptin (P < 0.0001) and lower adiponectin (P = 0.0002) levels in obese asthmatics. Sputum leptin was correlated with body mass index (BMI; r = 0.34, P = 0.03) and serum leptin (r = 0.43, P = 0.005); however, this last correlation was not significant after adjusting for BMI (r = 0.26, P = 0.11). CONCLUSION: Airway inflammation in obese asthmatics may present a different pattern involving leptin. Sputum leptin levels may partially originate from systemic circulation, with other contributing mechanisms.
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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) | 0.000 | 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 it