Les besoins des adolescents atteints d'une pathologie cancéreuse et de sa famille: travail de Bachelor
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
Le cancer est un problème de santé majeur. D'autant plus, lorsqu'il touche une population comme les adolescents. En pleine transition, le jeune ainsi que sa famille font face à de multiples changements. Vient s'ajouter à cela une pathologie oncologique, qui va venir bouleverser leur quotidien déjà bien turbulent. Ces éléments ont soulevé une première question de recherche "Quelles sont les impacts du cancer sur l'adolescent et sa famille ?". Suite à l'utilisation des modèles de McGill et Gottlieb, une question de recherche finale a abouti : "Quelles sont les besoins de l'adolescent atteint de cancer et de sa famille afin de faire face aux impacts du cancer ?".
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.017 | 0.046 |
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