Critical reflection and prenatal screening public education materials: a metaphoric textual analysis
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 paper presents a study of prenatal screening educational materials that uses metaphoric textual analysis to critically examine implicit messages in the educational resources. In Canada, the Clinical Practice Guideline on prenatal screening explicitly states that counselling about prenatal screening should be non‐directive, promote choice, and be respectful of the needs and quality of life of people with disabilities. This study examines whether the written public education materials available to Canadian women are consistent with these aims. Findings from the prenatal screening patient education pamphlets are presented, and prominent figurative and metaphoric language identified in the educational resources is highlighted. The discussion considers the ways in which the education pamphlets may communicate subtle messages to women, and offers considerations for the design of non‐directive prenatal screening educational materials. In addition, the discussion considers the ways in which metaphor analysis can foster critical reflection and reveal insights important for the design of educational materials in health care.
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 | 0.004 |
| 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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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