Europe and the United Nations: Clinical Trials, Not Criminal Trials
Bibliographic record
Abstract
Conducting clinical trials has never been harder, but it may soon become criminal too, under two dangerously unwise legal initiatives emanating from Europe. Two well-meaning legal texts designed to fight falsified or substandard medicines—one from the Council of Europe (CoE), and another from the UN Office of Drugs and Crime (UNODC) but drafted by the Irish Medicines Board—are so negligently done that they would expose honest researchers and drug manufacturers to prosecution, simply for their involvement in something so basic as a placebo-controlled trial. If clinical trials are not unwittingly to lead to criminal trials, the research community must intervene against these errant legal proposals becoming binding.
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 | 0.246 | 0.318 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.005 | 0.001 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.006 | 0.071 |
| Scholarly communication | 0.028 | 0.033 |
| Open science | 0.003 | 0.011 |
| Research integrity | 0.052 | 0.047 |
| Insufficient payload (model declined to judge) | 0.006 | 0.003 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".