Managing Cancer And Living Meaningfully (CALM): randomised feasibility trial in patients with advanced cancer
Why this work is in the frame
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Bibliographic record
Abstract
Background Managing Cancer And Living Meaningfully (CALM) is a brief individual psychotherapy for patients with advanced cancer. In an intervention-only phase 2a trial, CALM showed promising results, leading to the present 2b pilot, which introduces procedures for randomisation and improved rigour in preparation for a phase 3 randomised controlled trial (RCT). Aims To test trial methodology and assess feasibility of a confirmatory RCT. Design A parallel-arm RCT (intervention vs usual care) with 3 and 6-month follow-ups. Assessment of feasibility included rates of consent, randomisation, attrition, intervention non-compliance and usual care contamination. Primary outcome: depressive symptoms (Patient Health Questionnaire-9; PHQ-9). Secondary outcomes: major depressive disorder (MDD), generalised anxiety, death anxiety, spiritual well-being, attachment anxiety and avoidance, self-esteem, experiential avoidance, quality of life and post-traumatic growth. Bayesian conjugate analysis was used in this low-powered setting. Setting/participants 60 adult patients with advanced cancer from the Princess Margaret Cancer Centre. Results Rate of consent was 32%, randomisation 78%, attrition 25%, non-compliance 37% and contamination 17%. There was support for potential treatment effects on: PHQ-9, OR=1.48, 95% Credible Interval (CRI .95 ) (0.65, 3.38); MDD, OR=1.56, CRI .95 (0.50, 4.84); attachment anxiety, OR=1.72, CRI .95 (0.73, 4.03); and attachment avoidance, OR=1.58, CRI .95 (0.67, 3.71). There was no support for effects on the seven remaining secondary outcomes. Conclusions A phase 3 CALM RCT is feasible and should aim to detect effect sizes of d=0.40, with greater attention to issues of compliance and contamination. Trial registration number NCT02353546.
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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) | 0.001 | 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) | 0.000 | 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