The Association Between Continuity of Primary Care and Preventive Cancer Screening in Women With Intellectual Disability
Bibliographic record
Abstract
Women with intellectual disability have low screening rates for breast and cervical cancer. This population-based cohort study examined the association between the level of primary care continuity and breast and cervical cancer screening rates in women with intellectual disability. Data were obtained from the Institute for Clinical Evaluative Sciences and the Ontario Ministry of Community and Social Services. Neither high (adjusted OR [aOR] = 1.06; 95% CI: 0.88-1.29) nor moderate (aOR = 1.11; 95% CI: 0.91-1.36) continuity of care were associated with mammography screening. Women were less likely to receive a Pap test with high (aOR = 0.70; 95% CI: 0.64-0.77) and moderate (aOR = 0.81, 95% CI 0.74-0.89) versus low continuity of care. Improving continuity of care may not be sufficient for increasing preventive screening rates.
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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 | 0.001 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 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 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".