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
A growing number of cancer patients are utilizing yoga as a means of coping with the physical and psychological impact of their disease. Yoga classes are being offered at medical and cancer centers around the country, as part of the incorporation of integrative medicine into the mainstream. Held in small groups and geared to patients' needs and limitations, the classes have proven to be extremely popular. “We know about decreased pain, decreased anxiety, and better tolerance of chemotherapy with these mindful meditations,” said David S. Rosenthal, MD, Medical Director of the Zakim Center of Integrative Therapy at Dana-Farber Cancer Institute in Cambridge, MA. “We consider the yoga programs we run at the Center to be a definite plus.” A joint American Society of Clinical Oncology/American Cancer Society Educational Symposium on Complementary and Alternative Medicine will be held the day before ASCO's upcoming Annual Meeting in May in Orlando and will include information on yoga, said Dr. Rosenthal, who chairs the ACS's Advisory Committee on Complementary and Alternative Medicine. Despite the strong supportive evidence of the benefits of yoga, Dr. Rosenthal warns that it is not for every patient. “Yoga is usually done in a group, with a leader,” he noted. “Some people like that; others don't.” “Yoga provides a break from the stress of the illness,” observed Barrie Cassileth, PhD, Chief of Integrative Medicine Services at Memorial Sloan-Kettering Cancer Center, where low-impact yoga classes were introduced in 1999. Low-Impact Version There are many kinds of yoga, ranging from the gentle to the vigorous, The low-impact version, known as Kripalu yoga, is the recommended form for cancer patients. It is not strenuous or forced, and puts minimal stress on the joints. “The classes have become very popular,” Dr. Cassileth said, pointing to two important measures of success: a high return rate and reports from patients of enhanced well-being. She says she has observed physical and psychological benefits, ranging from improved muscle tone to a renewed sense of empowerment among class participants. “Patients feel a sense of mastery when they realize there are things they can do despite what they are going through,” she said. Measuring the Benefits Yoga practice calls for slow, regular breathing while holding a series of postures that stretch the muscles, lengthen the spine, and enhance the body's flexibility. Some responses are actually measurable. Tests conducted on practitioners as they perform their exercises have shown a decrease in blood pressure and slowed respiration and heart rates. “Slow deep breathing relaxes the emotional centers of the brain through the olfactory nerve, and shifts the nervous system from the adrenal sympathetic ‘fight or flight’ response to the parasympathetic relaxation response,” explained Jeffrey Migdow, MD, a holistic physician at the Kripalyu Center for Yoga and Health in Lenox, MA. He believes that the immune system becomes more active and efficient, as well. “Some research has shown that people release endorphins and enkephalins from their central nervous system after their yoga practice,” he added. Dr. Mingow also pointed to yoga's psychological benefits. “In my experience, cancer patients who practice yoga during their course of chemotherapy feel that they are taking a more active part in their treatment plan and are more confident that their bodies are helping the chemotherapy overcome the disease,” he said. “They report fewer side effects from chemo compared with other patients, and have much more energy and vitality. It also has no known side effects for this population.” Accommodating to Patients' Needs When patients are unable to do floor exercises, Joanne Guerrerio, RN, Psychological Resource Nurse at Barnes-Jewish Hospital in St. Louis, provides a user-friendly alternative. “When a patient says, ‘I can't do yoga because I can't get on the floor,’ I give them a chair,” she said. “This makes the experience less threatening.” At Mount Sinai Comprehensive Cancer Center in Miami Beach, patients borrow videotapes that were donated to the Center by yoga instructor Carol Dickman. The tapes are also used by many family members, who are often as stressed as the patients themselves. Christina Pozo-Katekrman, PhD, the Co-Director of Psychosocial Services, advises patients to get an okay from their oncologist before starting yoga. “Being able to do something that makes them feel better gives patients a sense of control,” she said. “Yoga helps reduce anxiety and fatigue and increases energy, especially after chemotherapy.” Elisa Krill, MD, a medical oncologist at Mount Sinai, agrees. “Anything that decreases patients' anxiety levels or helps to calm them is certainly of great benefit. Yoga gives them time to focus, and not think about their cancer. For patients who don't have a lot of energy for exercise it's a form of physical activity, as well.” Let's Go to the Tape GlaxoSmithKline has distributed 10,000 free copies of “Simple Relaxation Techniques For Cancer Patients,” to oncologists and oncology nurses across the country. The 43-minute, low-impact tape is available through the company's sales representatives.
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 | 0.000 |
| 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) | 0.236 | 0.002 |
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