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Record W222872913

Bioterrorism Preparedness: What School Counselors Need to Know.

2005· article· en· W222872913 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueProfessional School Counseling · 2005
Typearticle
Languageen
FieldHealth Professions
TopicDisaster Response and Management
Canadian institutionsnot available
Fundersnot available
KeywordsPreparednessTerrorismHomeland securityContext (archaeology)Public healthSuicide preventionPoison controlMedicineIntervention (counseling)Occupational safety and healthBiological warfareMedical emergencyPolitical sciencePublic relationsPsychiatryNursingLaw
DOInot available

Abstract

fetched live from OpenAlex

Bioterrorism within United States is a continuing threat. Because children and adolescents are among most vulnerable populations during a bioterrorist attack, school counselors must be prepared with knowledge and skills. This article provides pertinent information including (a) a description of bioterrorism and biological agents, (b) psychological impact of bioterrorism, (c) school counselors' role a school-related incident, and (d) disaster mental health principles and procedures. Implications for school counselors are discussed context of ASCA National Model[R]. ********** Bioterrorism United States is a continuing threat and immediate preparation is needed, as indicated Homeland Security Act of 2002 (H.R. 5005-2) and Public Health Security and Bioterrorism Preparedness and Response Act of 2002 (P.L. 107-188). National leaders have stated that we must confront real threat of bioterrorism and prepare for future emergencies (Department of Homeland Security, 2004). Recent anthrax threats are evidence that all citizens United States are vulnerable to bioterrorism (Jernigan et al., 2002). The National Advisory Committee on Children and Terrorism (NACCT, 2003) has warned that in event of a terrorist attack, children would be among most vulnerable populations our society (p. i). To ensure safety of school-aged children and adolescents, school counselors must not ignore or deny public health threat of bioterrorism (Henderson, 1998). Rather, school counselors must be prepared with knowledge about bioterrorism and intervention skills. The purpose of this article is to increase school counselors' bioterrorism preparedness by providing information as follows: (a) a description of bioterrorism and biological agents, (b) psychological impact of bioterrorism, (c) school counselors' role a school-related incident, (d) disaster mental health principles and procedures, and (e) implications for school counselors context of American School Counselor Association (ASCA) National Model. BIOTERRORISM DESCRIPTION What is bioterrorism? The Federal Emergency Management Agency (FEMA, n.d.) has defined terrorism as the use of force or violence against people or property to create fear and to get publicity for political causes ([paragraph] 3). Bioterrorism is terrorism that uses biological weapons, which are organisms (bacteria or viruses) or toxins that can kill or injure people, livestock, or crops. According to Centers for Disease Control and Prevention (CDC, 2001), four categories of bioweapons are as follows: (a) bacteria such as plague, anthrax, and tularemia; (b) viruses such as smallpox and viral hemorrhagic fevers; (c) rickettsias such as Q fever; and (d) toxins such as botulinum, ricin, and mycotoxins. The CDC also has identified an list of biological agents of highest concern, which includes (a) variola major (smallpox), (b) Bacillus anthracis (anthrax), (c) Yersinia pestis (plague), (d) Francisella tularensis (tularemia), (e) botulinum toxin (botulism), and (f) filoviruses and arenaviruses (viral hemorrhagic fevers). A description of these biological agents can be found at CDC Web site, listed Appendix of this article. Knowing history of bioterrorism provides a helpful perspective. Biological weapons are oldest of triad of nuclear, biological, and chemical forms of terrorism and have been used for more than 2,500 years. The first recorded incident of bioterrorism was 1340 when soldiers catapulted dead horses at a castle Northern France (Public Broadcasting System, 2003). Closely following, 1346, Tartars threw corpses infected with plague over a city wall Italy. In 1760s, British soldiers spread smallpox Boston and Quebec by giving Native Americans blankets with smallpox scabs. In World War II, Japanese soldiers used anthrax and plague against Chinese people, killing 10,000 (Public Broadcasting System). …

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.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.117
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0000.002
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0060.023

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 head0.030
GPT teacher head0.398
Teacher spread0.368 · 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