The Joint Canada/ United States Survey of Health
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
Users can download the survey's report and entire data set to gain information on a variety of health indicators in the United States and Canada. <p><b>Background</b></p> The Joint Canada/ United States Health Survey was a one time study conducted with Statistics Canada and the National Center for Health Statistics at the Centers for Disease Control and Prevention (CDC). Both countries conducted the same survey to gather information regarding: health status, limitations of activities, asthma and other medical conditions, mental health, smoking, use of prescription medicines, physical activities, patient satisfaction, health insurance, and health care utilization. <p><b>User Functionality</b></p> Users can download the full report of the survey or the entire data set. <p><b>Data Notes </b></p> The Joint Canada/ United States Health Survey was conducted in 2002 and 2003. It was a one time telephone survey, with 3,200 Canadian participants and 5,200 American participants.
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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 0.006 |
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