Bibliographic record
Abstract
Introduction and Definition: The Medicine Wheel, also known as the Sacred Hoop, is a vital Indigenous symbol that “has been used by generations of [Indigenous] people for health and healing” long before European colonizers arrived in North America. Depicted as a circle divided into four quadrants, it represents the four cardinal directions as well as Father Sky, Mother Earth, and the Spirit Tree. Each quadrant is linked to specific colors, elements, animal totems, and stages of life, promoting a balanced and harmonious existence. Body: The Medicine Wheel’s historical origins trace back thousands of years, with ancient stone structures found in North America indicating its ceremonial and astronomical significance. Today, it appears in various forms, such as artifacts and paintings. The Medicine Wheel’s structure includes four quadrants representing North, East, South, and West - each associated with unique colors, elements, animals, and life stages. For example, the East symbolizes birth and new beginnings, while the North represents wisdom and spiritual understanding. The circular shape reflects the cyclical nature of life and the interconnectedness of all beings, emphasizing balance and harmony for overall well-being. In Indigenous communities, the Medicine Wheel is crucial for spiritual and healing practices, guiding ceremonies, and rituals to restore balance. Traditional healers use it alongside ceremonial plants and spiritual energies from each direction. The Medicine Wheel also fosters communal connection and emphasizes collective well-being. Contemporary healthcare and research increasingly recognize the importance of incorporating Indigenous perspectives. As such, the Medicine Wheel offers valuable insights into holistic health and wellness, challenging the Western biomedical model. Researchers have applied its teachings to understand social determinants of health, mental health, and nutrition, for instance. This decolonized approach enhances research methodologies and improves healthcare for Indigenous communities by promoting cultural safety and better patient outcomes. Overall, the Medicine Wheel is a profound symbol of balance, harmony, and interconnectedness – all of which are essential for holistic health. Its historical roots and modern applications highlight its significance. By integrating Indigenous knowledge into healthcare and research, the Medicine Wheel advances a more inclusive, diverse, and equitable approach to healthcare, benefiting Indigenous and non-Indigenous communities.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 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 | 0.007 | 0.009 |
| Scholarly communication | 0.006 | 0.005 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.034 | 0.007 |
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 source (direct Gemma or distilled Codex), 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".