Massachusetts Health Officials Release Quarterly Report on Opioid OD Deaths
Bibliographic record
Abstract
BOSTON -The Massachusetts Department of Public Health today released preliminary 2016 fourth quarter data (/lists/current-opioid-statistics) for opioid-related deaths among Massachusetts residents.The report shows death rates involving heroin continue to decline, however, those deaths have decreased at approximately the same rate that fentanyl-related deaths have increased.The report also shows a 15 percent decrease in 2016 in the number of prescriptions for schedule II & III opioids compared with 2015."The opioid epidemic continues to threaten individuals and families all across Massachusetts and the country," said Governor Baker."Our administration will continue our intense focus on fighting this epidemic by further increasing treatment options and expanding support for law enforcement and their efforts to arrest and convict drug traffickers who prey on vulnerable people, selling them more and more deadly and addictive substances.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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; 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".