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
Methodological and theoretical grounding of a brief psychological intervention, new for Ukraine, are presented ‒ of so-called dignity therapy created by a Canadian researcher Harvey M. Chochinov the aim of which is fostering the feeling of the personhood of patients, actualization of their feeling of dignity and, as a result, decreasing of sufferings and increasing the quality of their lives. The scope of requests and conditions where dignity therapy could be helpful is defined, palliative care and psychological support of the elderly in particular. The factor contents of the model of dignity around which the intervention is constructed is revealed: feelings around the illness, behavioural repertoire related to the feeling of dignity, and the social model of dignity. The stages of dignity therapy implementation (preparatory, the stage of interview, and the stage of creating Generativity Document), its eight components (setting, comprehension check, probing questions, exploration of one's life path, refocusing, encouraging for meaningful expressions, general processes of the therapy) as well as questions that a therapist asks a patient in order to start a foreseen process are listed and described. Approximate contents of Generativity Document which is a key material product of dignity therapy on the example of summarized results of thematic analysis in the relevant research from different countries is presented (the developed themes include “Family”, “Pleasure”, “Caring”, “A Sense of Accomplishment” and others). The description of the procedure of estimation of efficacy of dignity therapy is provided, in particular through the use of self-reports and with the inclusion of groups of experts. A brief outline of the demands for therapists who implement the intervention is defined (namely, the standardized training with standardized teaching materials, the work at standardized cases, providing supervisions and additional expert support). The importance of the attitude of a specialist towards realization of dignity therapy is stressed ‒ sensitive, self-aware as well as self-reflective.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.001 | 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