THE TRACE Pandemic preparedness has a data problem Nguyen Minh Phat

Open What Nobody Sees

What Nobody Sees I spent five years as a laboratory specialist inside a provincial CDC in Vietnam. I am writing this proposal now because I lived through these events myself. I do not write as an academic who studied these systems from a distance. I write from the physical memory of my own hands. To understand the proposal I

Open Timekeeping or Scorekeeping

Timekeeping or Scorekeeping The administrative office of our provincial CDC is quiet at five in the morning. On the desk, a printed list of names lies next to a keyboard. A stack of blank transport medium tubes sits in their plastic racks, clean and empty. Beside them, the barcode printer waits, its green status light blinking slow. I am

Open Three Readers, One Record

Three Readers, One Record At three o’clock on a rainy Tuesday afternoon, three people are looking at the exact same line of data on their screens. In our provincial laboratory in Vietnam, a technician named Vy stares at a row of text showing forty-eight polymerase chain reaction cycles completed at midnight. For her, this line is her only shield,

Open From Record to Door

From Record to Door In London a surgical trainee opens his intercollegiate e-logbook and enters a laparoscopic cholecystectomy. His supervisor countersigns it the same day. Three years of hernia repairs, appendix removals and assisted incisions sit in that file, each one dated, each one signed by somebody other than him. At national selection the panel does not ask him

Open Plugging Into Rails That Already Exist

Plugging Into Rails That Already Exist In a small, humid laboratory in a remote district of a developing country, a molecular diagnostic machine hums softly as it runs. Its network cable stretches across a concrete floor to a router, transmitting data in real time to a polished dashboard monitored in a European capital. The database registers its serial number,

Open What Could Go Wrong

What Could Go Wrong The air in the office is thick with the smell of wet concrete and ozone from the air conditioner. It is four o’clock on a humid Tuesday afternoon, and three of us are gathered around a wooden desk in our provincial CDC laboratory in Vietnam. We are reviewing the latest round of proficiency testing results

Open A Small Pilot, and an Invitation

A Small Pilot, and an Invitation On an ordinary Tuesday afternoon inside a single partner laboratory, a single molecular diagnostic instrument begins to run. A technician logs in. Her unique credentials are recorded. She selects the specific thermal programme for a polymerase chain reaction assay and presses start. Two hours later, a raw fluorescent curve appears on the screen.

Open The Argument in Seven Slides

The Argument in Seven Slides One card for each chapter: the claim, and the three numbers it rests on. Chapter 1: What Nobody Sees — THE TRACE CHAPTER 1 What Nobody Sees The deepest bottleneck of the pandemic was a desk, not a bench. < 300 samples a day while identity was copied by hand ~4,000 a day once the