Recognizing adolescents' ‘evolving capacities’ to exercise choice in reproductive healthcare
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
All countries (except Somalia and the USA) have adopted the UN Convention on the Rights of the Child, which usually applies to individuals aged under 18 years. The Convention requires governments to 'respect the responsibilities, rights and duties of parents [or others acting as parents] ellipsis in a manner consistent with the evolving capacities of the child'. Many adolescents gain capacity to make decisions for themselves concerning reproductive and sexual health services, and to decide issues of confidentiality. Immature adolescents must be given usual protections. The Convention sets a legal limit on parental power to deny capable adolescents reproductive and sexual health services. The question whether an adolescent is a 'mature minor' must be decided by health service providers independently of parental judgment. The specific duties of government and health service providers to implement adolescent rights regarding their reproductive and sexual health needs are examined.
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 | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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