Meanings of the heart among a group of older Sikh immigrant women with cardiovascular disease
Why this work is in the frame
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Bibliographic record
Abstract
In this article, we attempt to document the meaning of the heart to Sikh women suffering from cardiovascular disease. Analyzing transcripts from open-ended semi-structured interviews, we look for themes associated with both depictions of the heart in Sikh scripture and prior anthropological studies on heart distress in other cultures. Findings from our analysis are comparable to anthropological studies of heart distress in women from other cultures, with the common strain being that women understand their domestic role obligations as a source of emotional stress that can cause heart distress. Depictions of the heart in Sikh scripture differ from our participants’ experiences, though both emphasize internality and unity. The notions of internality and unity in Sikh scripture are connected with a healthy heart, but in the lives of our participants, internality and unity are a form of emotional duress that plays a role in heart distress.
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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 | 0.007 | 0.001 |
| 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 | 0.000 |
| 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