Effects of a structured exercise program on physical activity and health-related fitness in colon cancer survivors: One year feasibility results from the NCIC CTG CO.21 (CHALLENGE) trial.
Bibliographic record
Abstract
648 Background: There is strong interest in testing lifestyle interventions to improve cancer outcomes, however, the optimal methods for achieving behaviour change in large scale pragmatic trials are unknown. We report the 1 year feasibility results for behaviour change in NCIC CTG CO.21 Colon Health and Life-Long Exercise Change (CHALLENGE) Trial. Methods: Between 2009 and 2014, 273 high risk stage II and III colon cancer survivors who had recently completed chemotherapy at 50 centers in Canada and Australia were randomized to a structured exercise program (SEP n = 136) or health education materials (HEM n = 137). The primary feasibility outcome in an a priordefined interim analysis was a difference between groups of ≥ 5 metabolic equivalent task (MET) hours/week in self-reported physical activity (PA) after at least 250 participants had reached 1 year. Secondary feasibility outcomes included cardiorespiratory fitness, body weight and circumferences, and objective physical functioning. Results: The SEP group reported a mean increase from baseline to 1 year PA of 15.6 MET hours/week vs a mean increase of 5.1 in the HEM group (+10.5 hrs/wk [95% CI = +3.1 to +17.9]; p = 0.002). SEP also improved relative to HEM in mean differences for predicted VO2max (+2.2ml/kg/min; p = 0.068), 6 minute walk (+29m; p < 0.001), 30 second chair stand (+1.6reps; p < 0.001), 8 foot up and go (-0.4s; p = 0.004), and the sit and reach (+2.1cm; p = 0.08). Conclusions: The behaviour change intervention in the CO.21 Trial produced an increase in self-reported PA that exceeded the feasibility criterion for trial continuation, resulted in objective fitness improvements, and is consistent with the amount of PA associated with improved colorectal cancer outcomes in observational studies. Recruitment to CO.21 remains ongoing. Clinical trial information: NCT00819208.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".