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TEDxAntwerp 2014 “Naked” 
https://www.youtube.com/watch?v=cbkdhD6BsoY 
Murder by 
Numbers 
Richard Gill, Univ. Leiden
TEDxAntwerp 2014 “Naked” 
https://www.youtube.com/watch?v=cbkdhD6BsoY 
Murder by 
Numbers 
Richard Gill, Univ. Leiden 
If you tell the truth, you don’t have to remember anything … 
Jef Staes, “The Naked Sheep” 
! 
But what if you aim to tell 
the truth, the whole truth, and nothing but the truth?
Lucia de B. 
Reconstructie van 
een gerechtelijke 
dwaling 
Lucia de B. 
Reconstructie van een gerechtelijke dwaling 
Veen Magazines 
Ton Derksen 
Ton Derksen 
(2006) (2011)
Whistleblowers 
Metta de Noo, 
Ton Derksen 
(2011)
Time-line 
• 2001 Suspicious death at Juliana Children’s hospital, the 
Hague; investigation of 30+ other suspicious deaths 
• 2003 Life sentence for 4 murders and 3 attempts 
Evidence: statistical:1 in 342 million chance of 
coincidence 
• 2004 Life sentence + TBS for 7 murders and 3 attempts 
All evidence: medical 
• 2006 Life sentence definitive 
• 2010 Conviction revoked. All deaths natural
What really happened?
First, a step back 
Shifts Court data Corrected data 
JKZ MCU-1 incident incident 
Oct ’00 – Sept ’01 with without with without 
Lucia 
with 9 b133 b7 b135 
without 0 b887 b4 b883 
RKZ-42 
Aug – Nov ’97 
Lucia 
with b6 b52 b5 b53 
without b9 272 10 273 
RKZ-41 
Aug – Nov ’97 
Lucia 
1 
with 1 bb0 1 bb2 
without 4 361 4 359
Shifts Court data Corrected data 
JKZ MCU-1 incident incident 
Oct ’00 – Sept ’01 with without with without 
Lucia 
Elffers, 2002 Gill, 2008 
with 9 b133 b7 b135 
without 0 b887 b4 b883 
RKZ-42 
Aug – Nov ’97 
Lucia 
with b6 b52 b5 b53 
without b9 272 10 273 
RKZ-41 
Aug – Nov ’97 
Lucia 
1 
with 1 bb0 1 bb2 
without 4 361 4 359
Some p-values 
• Elffers (2002) (original data) 1 in 342 million 
• Gill (2008) (corrected data, corrected method) 
various, between 1 in 1000 and 1 in 25 
! 
• … and beware of prosecutor’s fallacy: 
Prob(Evidence | Innocent) isn’t same as Prob(Innocent | Evidence) 
Any top basketball player is probably a tall guy 
A tall guy is probably not a top basketball player
The aftermath 
• Justice took the blame 
• Many lessons have been learnt by NL 
police, judiciary, forensic scientists 
• In the medical world:
What really happened? 
• Some more statistics … 
• Some more evidence …
Some more statistics 
• Before 2012, in NL, ca. 2000 deaths per year in 
hospitals caused by avoidable (and known) 
medical errors 
• In the vast majority of cases, no admission of 
errors by doctors / hospital 
• Thanks to measures taken by minister of health, 
from 2012, number is halved!
Some more evidence 
• Inconsistencies in medical evidence 
• Inconsistencies in the time-line prior to 2001 
• The deaths were natural (i.e.: only to be 
expected) … but hastened by faulty diagnosis, 
faulty treatment … known to those responsible? 
… never brought to attention of courts! 
Source: report toxicologist Meulenbelt 
(retrial, Arnhem): 
in depth analysis of three crucial cases
Conclusion 
• When an airliner crashes, we investigate what 
happened, and take steps to prevent it ever 
happening again 
• The Lucia case was a disaster 
• It can happen again, tomorrow 
@gill1109 
Richard Gill, Univ. Leiden

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Murder by Numbers

  • 1. TEDxAntwerp 2014 “Naked” https://www.youtube.com/watch?v=cbkdhD6BsoY Murder by Numbers Richard Gill, Univ. Leiden
  • 2. TEDxAntwerp 2014 “Naked” https://www.youtube.com/watch?v=cbkdhD6BsoY Murder by Numbers Richard Gill, Univ. Leiden If you tell the truth, you don’t have to remember anything … Jef Staes, “The Naked Sheep” ! But what if you aim to tell the truth, the whole truth, and nothing but the truth?
  • 3.
  • 4. Lucia de B. Reconstructie van een gerechtelijke dwaling Lucia de B. Reconstructie van een gerechtelijke dwaling Veen Magazines Ton Derksen Ton Derksen (2006) (2011)
  • 5. Whistleblowers Metta de Noo, Ton Derksen (2011)
  • 6. Time-line • 2001 Suspicious death at Juliana Children’s hospital, the Hague; investigation of 30+ other suspicious deaths • 2003 Life sentence for 4 murders and 3 attempts Evidence: statistical:1 in 342 million chance of coincidence • 2004 Life sentence + TBS for 7 murders and 3 attempts All evidence: medical • 2006 Life sentence definitive • 2010 Conviction revoked. All deaths natural
  • 8. First, a step back Shifts Court data Corrected data JKZ MCU-1 incident incident Oct ’00 – Sept ’01 with without with without Lucia with 9 b133 b7 b135 without 0 b887 b4 b883 RKZ-42 Aug – Nov ’97 Lucia with b6 b52 b5 b53 without b9 272 10 273 RKZ-41 Aug – Nov ’97 Lucia 1 with 1 bb0 1 bb2 without 4 361 4 359
  • 9. Shifts Court data Corrected data JKZ MCU-1 incident incident Oct ’00 – Sept ’01 with without with without Lucia Elffers, 2002 Gill, 2008 with 9 b133 b7 b135 without 0 b887 b4 b883 RKZ-42 Aug – Nov ’97 Lucia with b6 b52 b5 b53 without b9 272 10 273 RKZ-41 Aug – Nov ’97 Lucia 1 with 1 bb0 1 bb2 without 4 361 4 359
  • 10. Some p-values • Elffers (2002) (original data) 1 in 342 million • Gill (2008) (corrected data, corrected method) various, between 1 in 1000 and 1 in 25 ! • … and beware of prosecutor’s fallacy: Prob(Evidence | Innocent) isn’t same as Prob(Innocent | Evidence) Any top basketball player is probably a tall guy A tall guy is probably not a top basketball player
  • 11. The aftermath • Justice took the blame • Many lessons have been learnt by NL police, judiciary, forensic scientists • In the medical world:
  • 12. What really happened? • Some more statistics … • Some more evidence …
  • 13. Some more statistics • Before 2012, in NL, ca. 2000 deaths per year in hospitals caused by avoidable (and known) medical errors • In the vast majority of cases, no admission of errors by doctors / hospital • Thanks to measures taken by minister of health, from 2012, number is halved!
  • 14. Some more evidence • Inconsistencies in medical evidence • Inconsistencies in the time-line prior to 2001 • The deaths were natural (i.e.: only to be expected) … but hastened by faulty diagnosis, faulty treatment … known to those responsible? … never brought to attention of courts! Source: report toxicologist Meulenbelt (retrial, Arnhem): in depth analysis of three crucial cases
  • 15. Conclusion • When an airliner crashes, we investigate what happened, and take steps to prevent it ever happening again • The Lucia case was a disaster • It can happen again, tomorrow @gill1109 Richard Gill, Univ. Leiden