Integrated Geriatric Assessment and Treatment Effectiveness (INTEGERATE) in older people with cancer starting systemic anticancer treatment in Australia: a multicentre, open-label, randomised controlled trial
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
BACKGROUND: The effectiveness of comprehensive geriatric assessment (CGA) in improving health outcomes in cancer settings is unclear. We evaluated whether CGA can improve health-related quality of life (HRQOL) in older people with cancer who are starting systemic anticancer treatment. METHODS: INTEGERATE is a multicentre, open-label, pragmatic, parallel-group, randomised controlled trial that was done at three hospitals in Australia. Participants aged 70 years and older with solid cancer or diffuse large B-cell lymphoma planned for chemotherapy, targeted therapy, or immunotherapy, were randomly assigned (1:1; using a central computer-generated minimisation algorithm with a random element, balancing treatment intent, cancer type, age, sex, and performance status) to receive CGA integrated into oncology care (integrated oncogeriatric care) or usual care only. Group assignment was not concealed from the participants and clinicians. The primary outcome was HRQOL over 24 weeks, assessed at baseline, week 12, week 18, and week 24, using the Elderly Functional Index (ELFI; score range 0-100). Analyses were by intention to treat. The trial is registered with ANZCTR.org.au, ACTRN12614000399695, and is completed. FINDINGS: Between Aug 18, 2014, and Sept 5, 2018, 154 participants were randomly assigned to integrated oncogeriatric care (n=76) or usual care (n=78). 13 participants died by week 12 and 130 (92%) of the remaining 141 participants completed two or more ELFI assessments. Participants assigned to integrated oncogeriatric care reported better adjusted ELFI change scores over 24 weeks compared with those in the usual care group (overall main effect of group: t=2·1, df=213, p=0·039; effect size=0·38), with maximal between-group differences at week 18 (mean difference in change 9·8 [95% CI 2·4-17·2]; p=0·010, corrected p=0·030, effect size=0·48). The integrated oncogeriatric care group also had significantly fewer unplanned hospital admissions at 24 weeks (multivariable-adjusted incidence rate ratio 0·60 [95% CI 0·42-0·87]; p=0·0066). No statistically significant between-group difference was observed in overall survival. INTERPRETATION: CGA led to better quality of life and health-care delivery in older people receiving systemic anticancer treatment. Routine CGA-based interventions should be considered in at-risk older people starting systemic anticancer treatment. FUNDING: National Health and Medical Research Council (Australia), Monash University, and Eastern Health.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 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 | 0.001 |
| 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