La regulació ètica d'aplicacions digitals en salut enfront de la pandèmia per COVID-19
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
Des de la pandèmia per COVID-19, diversos països han desenvolupat aplicacions digitals en salut per a ajudar a les polítiques de prevenció i cura de la població. Però utilitzen dades personals i sensibles i poden dependre d'una infraestructura inadequada per a l'emmagatzematge, el resguard i la protecció de les dades. Presentem deu criteris que han de complir les aplicacions digitals en salut per a garantir la protecció del dret a la intimitat, llibertat, privacitat, igualtat i confidencialitat de tot ésser humà. Han d'establir-se formes adequades de governança que impliquin a totes les parts interessades en el seu ús per a garantir la transparència i la responsabilitat en els processos de generació i transferència de coneixements en el sector sanitari.
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 | 0.005 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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