De la nanomédecine à la nanosanté : vers un nouveau paradigme biomédical
Bibliographic record
Abstract
Se développant autour des principes de la médecine prédictive, de la médecine personnalisée et de la médecine régénératrice, la nanomédecine se présente comme un domaine transversal qui promet de révolutionner les soins de santé. À cet effet, la nanomédecine est porteuse d’un nouveau paradigme biomédical que Mathieu Noury et Céline Lafontaine explorent à partir du concept de nanosanté. Si la nanomédecine renvoie, de manière générale, aux diverses applications de la nanotechnologie au domaine de la recherche biomédicale, la nanosanté renvoie quant à elle à l’ensemble des effets sociologiques de ces applications. Avec le concept de nanosanté, les auteurs appréhendent conceptuellement la nature et la portée des implications de la redéfinition technoscientifique de la pratique biomédicale sous l’angle de l’application des nanotechnologies aux soins de santé.
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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 | 0.006 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.033 |
| Scholarly communication | 0.006 | 0.009 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.005 | 0.005 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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".