Bibliographic record
Abstract
The Canadian public health care delivery system continues to experience growing needs for increased funding. The total health care delivery system today costs Canadians $98 B a year or about 9.7 percent of GDP. Of that total cost, 71 percent is paid by the government, which means the taxpayers. While that may pale in comparison to the costs in the U.S., it does make the Canadian system one of the five most expensive health care delivery systems in the world. While today’s cost pressures are of major concern, of even more concern are the costs being projected by many participants in the current health care debate for the period when the Baby Boom makes higher demands on the Canadian health care delivery system. Traditional projection methods, however, do not differentiate between the elderly who survive the year versus those who die as to their use of health care systems. This paper first looks at the impact that this differentiation could have on projected costs. Second, the paper looks at the impact that the wide use of Advance Directives might have on future health care costs and some of the issues surrounding their use.
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.
How this classification was reachedexpand
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) | 0.000 | 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) | 0.008 | 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".