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Record W2587073673 · doi:10.1016/s2214-109x(17)30041-4

The Ebola suspect's dilemma

2017· article· en· W2587073673 on OpenAlexaboutno aff
Eugene T Richardson, Mohamed Bailor Barrie, Cameron T. Nutt, J. Daniel Kelly, Raphael Frankfurter, Mosoka Fallah, Paul E. Farmer

Bibliographic record

VenueThe Lancet Global Health · 2017
Typearticle
Languageen
FieldMedicine
TopicViral Infections and Outbreaks Research
Canadian institutionsnot available
FundersNational Center for Advancing Translational SciencesNational Institute of General Medical Sciences
KeywordsDilemmaSuspectEbola virusSierra leonePrisoner's dilemmaEthical dilemmaCriminologyMedicineLawPsychologyPolitical scienceSociologyVirologyOutbreakEpistemologyPhilosophySocioeconomics

Abstract

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In 1950, Merrill Flood and Melvin Dresher of the RAND Corporation developed a theoretical model of cooperation and conflict, which was later formalised by Albert W Tucker as the prisoner's dilemma.1Kuhn S Prisoner's dilemma.https://plato.stanford.edu/entries/prisoner-dilemma/Date: 2014Google Scholar This model represents a situation in which two prisoners each have the option to confess or not, but their sentencing outcomes depend crucially on the simultaneous choice of the other (figure).1Kuhn S Prisoner's dilemma.https://plato.stanford.edu/entries/prisoner-dilemma/Date: 2014Google Scholar Fittingly, it has become the paradigmatic example of individual versus group rationality and is an often used heuristic when conveying introductory social theory to students. Although not a homologous predicament, the Ebola virus disease suspect also faces a consequential dilemma (figure). The ‘rational’—that is, not informed by superstition or baseless rumour—aversion to West Africa's ill-equipped and poorly sanitised hospitals was described even before the 2014–16 Ebola outbreak.2Ferme MC Hospital diaries: experiences with public health in Sierra Leone.http://www.culanth.org/fieldsights/591-hospital-diaries-experiences-with-public-health-in-sierra-leoneDate: 2014Google Scholar This characterisation could a fortiori be extended to those Ebola virus disease suspects who eschewed presentation to an Ebola treatment unit, especially those units that offered little in the way of aggressive intravenous resuscitation or management of electrolyte disturbances. Consider the situation in which you are an Ebola virus disease suspect (you have fever, vomiting, muscle pain, and headache), but don't know whether you have Ebola virus disease: (1) if you have undiagnosed malaria and stay at home, your chance of dying is 0·2%;3WHO10 facts on malaria.http://www.who.int/features/factfiles/malaria/en/Date: 2016Google Scholar (2) if you have undiagnosed malaria and go to an Ebola treatment unit, your chance of dying from Ebola virus disease is 16·1% (around 25% chance of nosocomial Ebola virus transmission with 64·3% mortality);4WHO Ebola Response TeamEbola virus disease in West Africa–the first 9 months of the epidemic and forward projections.N Engl J Med. 2014; 371: 1481-1495Crossref PubMed Scopus (1149) Google Scholar or (3) if you have Ebola virus disease, stay at home, and self-isolate, your chance of dying is 70·8%.4WHO Ebola Response TeamEbola virus disease in West Africa–the first 9 months of the epidemic and forward projections.N Engl J Med. 2014; 371: 1481-1495Crossref PubMed Scopus (1149) Google Scholar Given equal chances of having malaria (West Africa is the region with the world's highest incidence of malaria) or Ebola virus disease, your overall mortality risk for staying at home is 35·5% versus 40·2% for going to a Ebola treatment unit. Thus, you would be acting in your rational self-interest by staying at home, since the suspect who is uninfected might become so nosocomially through ambulance transport with actual cases or unsafe triage at an Ebola treatment unit—not factoring in (1) rational desires to die at home rather than in (or in the queue in front of) a far off tent; (2) rational fears that you might never see your family again; (3) rational responses to the pervasive messaging that Ebola has no cure; or (4) the irony that, once admitted to an Ebola treatment unit that does not offer intravenous volume replacement, a rational decision might be to deliberately infect yourself with malaria: emerging evidence suggests that Plasmodium parasitemia offers a greater survival benefit than the oral rehydration approach used at many Ebola treatment units in 2014.5Rosenke K Adjemian J Munster VJ et al.Plasmodium parasitemia associated with increased survival in ebola virus–infected patients.Clin Infect Dis. 2016; 63: 1026-1033Crossref PubMed Scopus (36) Google Scholar And therein lies the Ebola suspect's dilemma—at least according to the rational choice lens that refracts the world around us into binary options for our moral retinas. Now consider a Special Report6WHO Ebola Response TeamAfter Ebola in West Africa–Unpredictable risks, preventable epidemics.N Engl J Med. 2016; 375: 587-596Crossref PubMed Scopus (179) Google Scholar by the WHO Ebola Response Team. In it, the authors rightly—if not tautologically—suggest that shortening the delay to isolation of Ebola virus disease suspects would lead to quicker overall outbreak containment, yet they fail to adequately discuss the reality that suspects will continue to be “unwilling to seek medical care,”6WHO Ebola Response TeamAfter Ebola in West Africa–Unpredictable risks, preventable epidemics.N Engl J Med. 2016; 375: 587-596Crossref PubMed Scopus (179) Google Scholar when such care is non-existent. Indeed, our extensive interviews with survivors of Ebola virus disease and their families reveal—among a variety of reasons for Ebola treatment unit avoidance early in the outbreak—the common suggestion that international non-governmental organisations in future epidemics not be allowed to set up Ebola treatment units if they do not provide intravenous resuscitation as standard of care. Conversely, if Ebola suspects maximise their chances of survival (by staying at home in the case above), they risk—according to the methodological individualist framing of a multitude of after action reports—being dubbed “superspreaders”6WHO Ebola Response TeamAfter Ebola in West Africa–Unpredictable risks, preventable epidemics.N Engl J Med. 2016; 375: 587-596Crossref PubMed Scopus (179) Google Scholar (or rather “vectors”7Shultz JM Cooper JL Baingana F et al.The role of fear-related behaviors in the 2013–2016 West Africa Ebola virus disease outbreak.Curr Psychiatry Rep. 2016; 18: 104Crossref PubMed Scopus (176) Google Scholar if they actively flee admission to an Ebola treatment unit). Such terminology perniciously diverts us from structural determinants of Ebola virus transmission by positing bounded individuals and their unconstrained, calculating agency—or its contralateral blinder, fear-related behaviour7Shultz JM Cooper JL Baingana F et al.The role of fear-related behaviors in the 2013–2016 West Africa Ebola virus disease outbreak.Curr Psychiatry Rep. 2016; 18: 104Crossref PubMed Scopus (176) Google Scholar (a term originally applied to lab rats)—as the engines of transmission, and potentially engenders stigmatisation towards patients with Ebola virus disease, including posthumously. We find the descriptor, personal protective equipment (PPE)-bereft care-nexus, more appropriate, both anthropologically and philosophically. It highlights the fact that Ebola virus disease is a caregivers' disease that thrives in underdeveloped8Rodney W How Europe underdeveloped Africa. Bogle-L'Ouverture, London1972Google Scholar and historically plundered regions, and that the use of terms such as superspreader or vector factitiously implicates marginalised individuals as sources of outbreaks, instead of lending analytical weight to how social forces (ie, the complex fields of power in which we are all nodes) become embodied as pathology.9Farmer P Social inequalities and emerging infectious diseases.Emerg Infect Dis. 1996; 2: 259-269Crossref PubMed Scopus (304) Google Scholar In the final analysis, however, the implication that there is a decision to be made (seek medical care or not) or a ‘spreader’ to be found is merely a cognitive convention that has been imposed on the PPE-bereft care-nexus by western philosophy. Such language is couched in rational choice models and other scientistic paradigms—that is, technocratic ways of thinking which elevate the formal rationality practised in modern science to a quasi-divine faculty for isolating truth, without considering the plurality of roles that reason can take10Rorty R Contingency, irony, and solidarity. Cambridge University Press, Cambridge1989Crossref Google Scholar—which comprise the modern missionary's (ie, aid worker's) faith and sanctify the individual at a specific point in time as opposed to webs of relations and how they change diachronically. These platonic shadows-on-the-wall, so to speak, also divert attention from outside the cave, where legacies of the transatlantic slave trade, colonialism, indirect rule, structural adjustment, and extractive foreign companies—the real superspreaders—have been, and continue to be, embodied as viral disease in West Africa, resulting in the preventable demise of large swaths of humanity.11Richardson ET Barrie MB Kelly JD Dibba Y Koedoyoma S Farmer PE Biosocial approaches to the 2013–16 Ebola pandemic.Health Hum Rights. 2016; 18: 167-179Google Scholar Therefore, we can view the Ebola suspect's dilemma as a heuristic for the most recent outbreak in West Africa. First, we must temper the fetishisation of containment-through-isolation by a greater commitment to carry out aggressive resuscitation in future infectious disease outbreaks where shock is a predominant feature (evidence for the “injection of saline solutions in extraordinary quantities”12Lewins R Injection of saline solutions in extraordinary quantities into the veins in cases of malignant cholera.Lancet. 1832; 18: 243-244Abstract Scopus (17) Google Scholar in such a scenario existed as early as 1832, but was poorly translated to the 2013–16 outbreak in West Africa). Second, we must recognise the practical and interpretive limits of rationalist epistemologies—including the categories of thought that are instilled by our training as scientists, clinicians, and public health professionals13Richardson ET Polyakova A The illusion of scientific objectivity and the death of the investigator.Eur J Clin Invest. 2012; 42: 213-215Crossref PubMed Scopus (8) Google Scholar—while exploring paradigms informed by biosocial analysis and methodological relationalism.14Bourdieu P Wacquant LJD An invitation to reflexive sociology. University Of Chicago Press, Chicago, IL1992Google Scholar This Comment was done with the support of a KL2/Catalyst Medical Research Investigator Training award from Harvard Catalyst/The Harvard Clinical and Translational Science Center (National Center for Research Resources and the National Center for Advancing Translational Sciences, National Institutes of Health Award KL2 TR001100). The content is solely the responsibility of the authors and does not necessarily represent the official views of Harvard Catalyst, Harvard University and its affiliated academic healthcare centers, or the National Institutes of Health. We declare no competing interests. The predicament of patients with suspected Ebola – Authors' replyWe thank Thomas Mayrhofer and colleagues for offering their threshold model as an explanation for patients' aversion to accessing Ebola facilities during the recent Ebola outbreak in west Africa. We agree that this threshold model provides a rational and more elegant explanation of patients' avoidance of ill-equipped and poorly sanitised holding centres; however, such an explanation was not the goal of our Comment.1 Instead, we aimed to produce a reductio ad absurdum2 of rationalist approaches to understanding behaviour during the Ebola outbreak. Full-Text PDF Open AccessThe predicament of patients with suspected EbolaWe appreciate Eugene Richardson and colleagues' framing of the Ebola suspect using the “Ebola suspect's dilemma” heuristic.1 Nevertheless, we disagree with some data used to inform their argument. For instance, the authors (presumably facetiously) mention that “a rational decision might be to deliberately infect yourself with malaria” on the basis of data showing that patients with plasmodium parasitaemia and Ebola virus disease who received anti-malarial treatment had 20% increased survival compared with a group infected with Ebola virus disease only. Full-Text PDF Open AccessThe predicament of patients with suspected EbolaWe have concerns about both the accuracy and underlying rationale of Eugene Richardson and colleagues' Comment1 about the “Ebola suspect's dilemma”. The authors quote a nosocomial infection rate of “around 25%” for individuals admitted to Ebola treatment facilities without Ebola virus disease. However, two previous papers document rates of 3%2 and 7%.3 In our previous study4 of over 1000 children admitted to Ebola treatment facilities with suspected Ebola virus disease, only three (0·5%) of 630 children who tested negative were subsequently readmitted with a positive test, all of whom had lost a parent to Ebola virus disease before their first admission; therefore, they were more likely to have acquired Ebola virus disease in the community than nosocomially. Full-Text PDF Open AccessThe predicament of patients with suspected EbolaIn their Comment in The Lancet Global Health, Eugene Richardson and colleagues1 criticised the tendency of many analyses of the Ebola epidemic (eg, a WHO report2) to ignore that it may be rational for a patient with a fever to avoid an Ebola treatment unit. They use the prisoner's dilemma to explain such non-cooperative behaviour. Full-Text PDF Open Access

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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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.657
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.080
GPT teacher head0.471
Teacher spread0.391 · 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
GenreEmpirical

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".

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Citations37
Published2017
Admission routes1
Has abstractyes

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