Public health notice, August 19, 2021
AI-generated · every claim is source-linkedOn August 19, 2021, Duke University announced that about 84 adults who attended the K Academy fantasy basketball camp (August 11-15) were being treated for illness after likely exposure to Legionella bacteria. Duke infectious-disease specialists, working with public-health officials, traced the likely source to a training room in the Schwartz-Butters Building, which was closed for mitigation.
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Alert Sequence
1 message in sequence · 1 verified verbatim
How the first alert is built
To check this alert, Claude (an AI) read it in full 25 separate times, independently. Each read decided whether the message answers each of the six questions and gave a short reason. A final reviewer then weighed all 25 and wrote the plain-English verdict you see when you open a row. The score (for example 22/25) is how many reads agreed; the 25 individual reads are tucked underneath if you want to check them.
Approximately 84 individuals are being treated for illness after likely being exposed to the bacteria Legionella while attending the K Academy, a basketball camp for adults that took place Aug. 11-15 on the Duke University campus. Duke infectious disease specialists, working with federal, state and local public health officials, believe the exposure likely occurred in a training room in the Schwartz-Butters Building. No Duke student-athletes were exposed to the bacteria or have reported illness. The training room is now closed while mitigation and cleaning efforts are underway. Legionella is not contagious. All individuals who have reported illness are being treated and are expected to fully recover.
Sourceabsent0/0
Who is sending the alert and who is responding. People act faster on a message from a clearly identifiable, credible sender, such as a named department, the police, or a branded alert system, than on an anonymous notice. A branded signature counts.
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Hazardabsent0/0
What the threat actually is. A complete warning names the specific danger, such as a shooter, a fire, a tornado, or a gas leak, rather than a vague emergency, because people decide what to do based on what they are facing.
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Locationabsent0/0
Where the threat is. Saying whether danger is in a specific building, a part of campus, or area-wide lets people judge their own proximity and choose a safe direction. Without a where, a warning is hard to act on precisely.
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Guidanceabsent0/0
The protective action to take. A clear, specific instruction, such as shelter in place, evacuate, avoid the area, or run-hide-fight, drives faster and more correct protective behavior than describing the threat alone.
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Timeabsent0/0
When the message applies. A timestamp, the word now or immediately, or a phrase like until further notice tells the reader whether the danger is current and how quickly to act.
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Impactabsent0/0
What the hazard could do to the people in its path. Beyond naming the threat, a complete warning conveys its potential consequences or severity, such as that a tornado can level buildings or that a leak could be explosive, so recipients grasp how much danger they are in. Research on warning message content finds that a concrete impact statement helps people personalize their risk and act sooner.
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Systematic AI judgments with visible reasoning, not human-validated codings.
About this analysisBackground
Key Findings
Sources
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Campus Alert Archive. "Duke University: Public health notice, August 19, 2021." Incident of August 19, 2021. Added May 2026; last updated July 2026. https://campusalertarchive.com/case/duke-university-legionella-basketball-camp-2021-08-19/
Alert text quoted on this page remains the work of the issuing institution; the archive is a secondary source.