Perceptions of health and nutrition in Wixárika families living in the Guadalajara Metropolitan Area
Bibliographic record
Abstract
The perceptions of health and nutrition of families belonging to the Wixárika (Indigenous people of the Sierra Madre Occidental, Mexico) who have emigrated from their places of origin are analyzed. A qualitative case study design is applied through the analysis of 15 in-depth interviews with migrants living in Yetapa, the Wixárika name for the Guadalajara Metropolitan Area, Jalisco, Mexico, in July 2022. The Wixárika people perceive good health as maintaining the balance in their lives in the areas of nutrition, spirituality, interpersonal relationships, and physical activity while maintaining their culture. Due to their urban dispersion and distance from their communities of origin, they have difficulties with the latter which causes dietary changes and health problems. This article contributes knowledge about health to further integrate the different Indigenous perspectives into science.
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How this classification was reachedexpand
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".