Self-management, self-management support needs and interventions in advanced cancer: a scoping review
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
Patients with advanced cancer can experience illness trajectories similar to other progressive chronic disease conditions where undertaking self-management (SM) and provision of self-management support (SMS) becomes important. The main objectives of this study were to map the literature of SM strategies and SMS needs of patients with advanced cancer and to describe SMS interventions tested in this patient population. A scoping review of all literature published between 2002 and 2016 was conducted. A total of 11 094 articles were generated for screening from MEDLINE, Embase, PsychINFO, CINAHL and Cochrane Library databases. A final 55 articles were extracted for inclusion in the review. Included studies identified a wide variety of SM behaviours used by patients with advanced cancer including controlling and coping with the physical components of the disease and facilitating emotional and psychosocial adjustments to a life-limiting illness. Studies also described a wide range of SMS needs, SMS interventions and their effectiveness in this patient population. Findings suggest that SMS interventions addressing SMS needs should be based on a sound understanding of the core skills required for effective SM and theoretical and conceptual frameworks. Future research should examine how a patient-oriented SMS approach can be incorporated into existing models of care delivery and the effects of SMS on quality of life and health system utilisation in this population.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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