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Record W2489667781 · doi:10.1016/s1479-3709(06)09003-0

Chapter 3: The 2003 SARS Outbreak in Canada: Legal and Ethical Lessons About the Use of Quarantine

2006· book-chapter· en· W2489667781 on OpenAlexaboutno aff
Nola M. Ries

Bibliographic record

VenueAdvances in bioethics · 2006
Typebook-chapter
Languageen
FieldHealth Professions
TopicPublic Health Policies and Education
Canadian institutionsnot available
Fundersnot available
KeywordsQuarantineOutbreakCoronavirus disease 2019 (COVID-19)Political scienceGeographyVirologyBiologyMedicineEcologyInfectious disease (medical specialty)

Abstract

fetched live from OpenAlex

The 2003 global outbreak of Severe Acute Respiratory Syndrome (SARS) was an abrupt reminder that infectious diseases pose a continuing threat to human health. In 1967, U.S. Surgeon General William H. Stewart declared “it was time to close the book on infectious diseases” (Garrett, 1994, citing W.H. Stewart, “A Mandate for State Action,” presented at the Association of State and Territorial Health Officers, Washington, DC, December 4, 1967). In the latter half of the twentieth century, many shared this bold view that medical science had vanquished infectious disease. As a result, public health struggled to remain relevant in the face of advances in pharmaceuticals, surgery, genetics and other areas that were becoming increasingly dominant in the quest to extend and enhance human life. SARS forced many to rethink the significance of public health and the crisis, though relatively short-lived, (for commentary on the disparities between the responses to HIV and SARS, see e.g. Altman (2003)) underscored the need to rebuild public health capacity that had been allowed to slip down the health system priority list.

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesResearch integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.970
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.006
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.175
GPT teacher head0.463
Teacher spread0.288 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreCommentary

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".

Quick stats

Citations7
Published2006
Admission routes1
Has abstractyes

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