Introducing the International Confederation of Sport and Exercise Science Practice (ICSESP)
Bibliographic record
Abstract
Since 1976, benfluorex has been approved in Europe as a hypolipidemic and hypoglycemic drug, and is commonly used in the treatment of the metabolic syndrome. As a derivative of fenfluramine with an appetite suppressant action, benfluorex is preferentially used in overweight patients. In contrast to fenfluramine and dexfenfluramine, to date, benfluorex has not been reported to be associated with frequent cardiovascular side-effects. The present study reports five cases of severe pulmonary arterial hypertension and one case of valvular heart disease occurring in patients exposed to benfluorex. These individuals were middle age, diabetic females with a body mass index ranging 24.2–49 kg·m−2. No definite causal effect for cardiovascular disease with benfluorex can be drawn from such case reports. However, as benfluorex, like dexfenfluramine and fenfluramine, is metabolised into active metabolite norfenfluramine, further extensive assessment of drug exposure in newly diagnosed pulmonary arterial hypertension or valvular heart disease patients is warranted.
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.
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 | 0.005 | 0.013 |
| Meta-epidemiology (narrow) | 0.004 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.013 | 0.023 |
| Insufficient payload (model declined to judge) | 0.015 | 0.018 |
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".