Oncologists' and Naturopaths' Nutrition Beliefs and Practices
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
PURPOSE: Despite the widespread use of complementary and alternative therapies by persons with cancer, little is known about how the understandings of complementary and alternative practitioners of these therapies compare with those of conventional physicians. The broad purpose of this research was, thus, to explore the beliefs of physicians and complementary and alternative health practitioners, their use of scientific and other types of evidence, and their counseling practices. The specific issue addressed was the beliefs and practices of oncologists and naturopaths regarding the role of diet in breast cancer prevention and treatment. DESCRIPTION OF STUDY: A qualitative research design was used, involving in-depth semistructured interviews with 10 oncologists and 11 naturopaths. Interviews were tape-recorded, transcribed verbatim, and analyzed using qualitative methods. RESULTS: The oncologists believed that there is little evidence of a role for diet in breast cancer prevention and treatment, citing the lack of evidence from randomized controlled trials. They reported that they provide only general advice on healthy eating to patients. The naturopaths believed that diet is strongly implicated in breast cancer development, prevention, and treatment. They justified this belief by using scientific evidence from a variety of types of studies, logic or common sense, and their clinical experiences. Naturopaths reported that they provide patients with specific suggestions for foods to avoid or to emphasize in diets. CLINICAL IMPLICATIONS: The differences in the advice provided by oncologists and naturopaths are associated with different decision-making or knowledge construction systems. Educating patients about these differences will help patients to make more informed healthcare choices.
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 | 0.000 | 0.002 |
| 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 | 0.000 |
| 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