A Disability Critique of the New Prenatal Test for Down Syndrome
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
This article presents evidence that the availability of a new noninvasive test for Down syndrome (known as "MaterniT21") could result in increased uptake of prenatal testing for Down syndrome and an increase in selective abortions of affected fetuses. I argue that people with Down syndrome and those sympathetic to them have reason to object to these developments because bias against cognitive disability is an influence on decisions to test and terminate for Down syndrome, and social practices motivated by bias are objectionable. The article addresses many of the challenges to the disability critique formulated by its detractors. I discuss whether the disability critique is the same as the "expressivist" objection to prenatal testing, the nature of the harm experienced by people with Down syndrome, and the link between prenatal testing and this harm.
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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 | 0.016 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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