Bibliographic record
Abstract
Les 25 et 26 mars 2021, en pleine pandémie de Covid-19, ont eu lieu deux journées d’études organisées par Sorbonne Université sur la thématique des patients experts, des patients partenaires et de leur intégration dans divers dispositifs de participation en santé. Elles ont réuni des chercheurs canadiens et européens autour du développement de la démocratie en santé, dont les principaux modèles sont issus de ces deux régions. Cette nouvelle forme de gouvernance de la santé invite à la collaboration entre les acteurs classiques politiques et médicaux du champ de la santé et des individus de la société civile organisés ou non en associations. Il s'agit là d'un sujet devenu central dans les domaines de la médecine et des humanités biomédicales, et que le contexte de la pandémie de Covid-19 n'a rendu que plus saillant.
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 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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.056 | 0.004 |
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; both teacher heads 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".