Les objectifs des échanges sur les soins et de la planification préalable des soins chez les patients d’âge pédiatrique atteints d’une maladie grave
Bibliographic record
Abstract
Les échanges sur les soins et la planification préalable des soins visent à faire concorder les valeurs et les désirs des patients et de leur famille avec les soins qu'ils reçoivent. Tous les professionnels de la santé qui soignent des fœtus, des nourrissons, des enfants ou des adolescents atteints de maladies graves ont la responsabilité éthique de s'éduquer à l'égard de ces aspects des soins. Le présent document de principes aide les professionnels de la santé à entamer ces discussions importantes. Des communications efficaces sont essentielles pour clarifier les objectifs des soins et s'entendre sur les traitements adaptés à la réalisation de ces objectifs, y compris les mesures de réanimation et les mesures palliatives.
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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 | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".