11 Years of CLINAM, the European Foundation for Clinical Nanomedicine
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
CLINAM is a nonprofit organization based in Basel, Switzerland (www.clinam.org), that has been founded by Beat Löffler and Patrick Hunziker in 2007. The organization, utilizing its worldwide network of stakeholders, hosts an annual European and Global Summit for Clinical Nanomedicine in the fields of nanomedicine, targeted drug delivery, precision medicine, and other related fields. These summits relate to the main elements of cutting-edge medicine and the inclusion of the implications of nanomedicine for patients and mankind. In 2009, CLINAM founded the International Society for Nanomedicine (ISNM) with the participation of scientists and national organizations from Japan, Korea, the USA, Canada, Europe, South America, India, Australia, Africa, Australia, and India. ISNM is led by another member country every 2 years. Every 2 years, ISNM organizes a summer school, which brings together experienced researchers and students. Another important element of CLINAM is the European Society for Nanomedicine (www.esnam.org), which has more than 1000 members today.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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