Assertion Training of Nursing Home Residents
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
The National Organization for Women use assertion training as a part of its strategy to overcome the oppression of women in our society. Certainly another group of people who suffer from oppression are the elderly. When a person in our society reaches age 65, he or she may suddenly be perceived as of decreased worth and may face forced retirement and quite often may have to adjust to a lifestyle of poverty. If an elderly person's physical health begins to wane, a nursing home may suddenly become the day to day environment he or she must accept. The therapists in the Residential Care Program, which offers mental health services to residents of nursing homes, at Elahan Mental Health Clinic and Center for Family Living in Vancouver, Washington realized that assertion training might be one way to help their elderly clients gain more control over their live and thus implemented an assertion training program. The following is an evaluation of that module which was introduced as part of the Elderly Day Treatment Program in 1977.
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) | 0.014 | 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