Control of communicable diseases. Interim final rule with comment period.
Bibliographic record
Abstract
The Public Health Service Act authorizes the Secretary, in consultation with the Surgeon General, to make and enforce regulations as are necessary to prevent the introduction, transmission or spread of communicable diseases from foreign countries into the States or possessions, or from one State or possession into any other State or possession. The existing regulations are outdated and do not address communicable diseases that currently pose a substantial public health threat. As of April 2, 2003, the World Health Organization (WHO) has reported 2236 cases and 78 deaths related to outbreaks of a severe form of pneumonia of unknown origin in Hong Kong SAR, Vietnam, Guangdong province in southern China, Canada, Singapore, and Thailand, which appears to have spread rapidly. For this reason, the Director General of the World Health Organization (WHO) issued a global alert about cases of atypical pneumonia and recommended that travelers with atypical pneumonia who may be related to these outbreaks be placed into isolation and assessed by quarantine officials. The Centers for Disease Control and Prevention (CDC) is currently investigating 85 suspected cases of the disease in the United States. This is being issued as an interim final rule because this newly-detected disease is likely spread in person-to-person fashion and may have an adverse public health impact if further introduced into the United States.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.019 | 0.035 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.003 | 0.004 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.005 | 0.003 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.007 | 0.003 |
| Research integrity | 0.058 | 0.023 |
| Insufficient payload (model declined to judge) | 0.029 | 0.060 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".