The Association Between Perceived Racial Discrimination and Hypertension in a Low-Income, Racially Integrated Urban Community
Why this work is in the frame
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Bibliographic record
Abstract
We examined the association between perceived racial discrimination and hypertension among African Americans and whites who live in a low-income, racially integrated, urban community. Hypertension was defined as having a systolic blood pressure 140 mm Hg or more, a diastolic blood pressure 90 mm Hg or more, or taking antihypertensive medication(s). Perceived racial discrimination was based on self-reported responses of experiencing racial discrimination in various settings. Using modified Poisson multivariable regression models, we found no association between perceived racial discrimination and hypertension (prevalence ratio: 0.96, 95% confidence interval: 0.90-1.04). Findings suggest that social context may play a role in the relationship between perceived racial discrimination and hypertension.
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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 | 0.010 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.008 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| 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