Usage d'internet : les jeunes, acteurs de leur santé ?
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
Globalement en 2010, 45 % des 15-30 ans, et surtout les femmes, ont utilisé Internet pour des questions de santé, contre un tiers de l’ensemble de la population. 15 % déclarent un changement dans leur façon de s’occuper de leur santé du fait de l’usage d’Internet et 5 % un impact sur la fréquence des consultations, proportions supérieures à celles des 15-75 ans. Près de 80 % des jeunes qui y ont eu recours jugent les informations recueillies sur Internet le plus souvent crédibles. Ceux qui n’y ont pas eu recours expliquent qu’ils se sentent suffisamment informés autrement (75 %), qu’il vaut mieux voir un médecin (74 %) et qu’ils se méfient des informations sur Internet concernant la santé (67 %).
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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.006 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.043 | 0.014 |
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