Low Uptake of Colorectal Cancer Screening 3 Yr After Release of National Recommendations for Screening
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: National guidelines recommending colorectal cancer (CRC) screening for average risk Canadians were released in 2001. The current study determined rates of CRC screening and predictors of screening 3 yr after the guidelines were released. METHOD: A population-based random digit dial telephone survey of 1,808 Alberta men and women aged 50-74 yr assessed awareness about, and self-reported rates of, screening. RESULTS: More average risk women than men reported a recent screening with a home fecal occult blood test (FOBT) (14.0%vs 9.8%, P= 0.013) but men had slightly higher rates of screening endoscopy in the past 5 yr (4.3%vs 1.6%, P= 0.003). Overall, only 14.3% of average risk adults (N = 1,476) were up-to-date on CRC screening. Multivariable predictors of being up-to-date on CRC screening differed for men and women although a doctor's recommendation for screening was a strong predictor for both genders (men OR 5.0, 2.9-8.3, women OR 3.8, 2.3-6.5). Screening for other cancers was also an important predictor in both men and women. CONCLUSION: Three years after the release of national guidelines, rates of screening among average risk adults aged 50-74 yr were very low. Public education programs and primary care interventions to specifically invite average risk adults for screening may be required to increase CRC screening rates.
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 | 0.000 |
| 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