Leeds, Grenville & Lanark District Health Unit MEDIA RELEASE
Bibliographic record
Abstract
You always have a choice when it comes to alcohol – Rethink Your Drinking! For the first time ever, Canada has one national set of low-risk alcohol drinking guidelines. These guidelines, intended for Canadians of legal drinking age who choose to drink alcohol, aim to provide consistent information across the country to help Canadians moderate their alcohol consumption and make informed choices. The new guidelines outline standard drinks sizes, limits for men and women, discuss when the limit is zero, and provide healthy alternatives and tips to decrease health risks. When it comes to alcohol, drinking is a personal choice, and the majority of people drink responsibly. We're not asking you to stop drinking … instead we want you to Rethink Your Drinking, and gradually reduce the amount of alcohol you consume as part of a healthy lifestyle. If you choose to drink, these guidelines can help you decide when, where, why and how. Remember during the holidays that when it comes to alcohol…choice matters. The Low-Risk Alcohol Drinking Guidelines can help you plan ahead when you are drinking by providing safe drinking tips and times when zero is the limit. “Choice matters ” is an important topic because of the way alcohol impairs our judgment and reaction time.
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 | 0.001 |
| 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) | 0.004 | 0.007 |
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".