Canadian Task Force on Preventive Health Care
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
In 2010 the Canadian Task Force on Preventive Health Care (CTFPHC) was reconstituted through a funding agreement between the Public Health Agency of Canada (PHAC) and the Canadian Institutes of Health Research. Its mandate is to develop and disseminate clinical practice guidelines for primary and preventive care, based on systematic analysis of scientific evidence. The CTFPHC (formerly the Canadian Task Force on the Periodic Health Examination) was originally established in 1976. The initial series of recommendations, the first of its kind, was published as a 61-page peer-reviewed paper in the CMAJ in 1979.1 Subsequently, in 1994, the CTFPHC published 81 of its recommendations in a compilation called The Canadian Guide to Clinical Preventive Health Care.2 The CTFPHC has had an international reputation for providing outstanding guidance for practitioners using rigorous, high-quality methods. Its reports have been used by many agencies around the world, including the US Preventive Services Task Force (which developed its approach based on CTFPHC methods). Originally, funding was provided by a partnership between the federal and the provincial and territorial governments, but when funding expired in 2005, the CTFPHC was disbanded. Since then, the primary care community has been without a national preventive care guideline group, although many local and provincial organizations have partly filled the void.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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) | 0.001 | 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 it