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Modelling community-control strategies to protect hospital resources during an influenza pandemic in Ottawa, Canada

Identifieur interne : 000214 ( Pmc/Checkpoint ); précédent : 000213; suivant : 000215

Modelling community-control strategies to protect hospital resources during an influenza pandemic in Ottawa, Canada

Auteurs : Patrick Saunders-Hastings [Canada] ; Bryson Quinn Hayes [Canada] ; Robert Smith [Canada] ; Daniel Krewski [Canada]

Source :

RBID : PMC:5470707

Abstract

Background

A novel influenza virus has emerged to produce a global pandemic four times in the past one hundred years, resulting in millions of infections, hospitalizations and deaths. There is substantial uncertainty about when, where and how the next influenza pandemic will occur.

Methods

We developed a novel mathematical model to chart the evolution of an influenza pandemic. We estimate the likely burden of future influenza pandemics through health and economic endpoints. An important component of this is the adequacy of existing hospital-resource capacity. Using a simulated population reflective of Ottawa, Canada, we model the potential impact of a future influenza pandemic under different combinations of pharmaceutical and non-pharmaceutical interventions.

Results

There was substantial variation in projected pandemic impact and outcomes across intervention scenarios. In a population of 1.2 million, the illness attack rate ranged from 8.4% (all interventions) to 54.5% (no interventions); peak acute care hospital capacity ranged from 0.2% (all interventions) to 13.8% (no interventions); peak ICU capacity ranged from 1.1% (all interventions) to 90.2% (no interventions); and mortality ranged from 11 (all interventions) to 363 deaths (no interventions). Associated estimates of economic burden ranged from CAD $115 million to over $2 billion when extended mass school closure was implemented.

Discussion

Children accounted for a disproportionate number of pandemic infections, particularly in household settings. Pharmaceutical interventions effectively reduced peak and total pandemic burden without affecting timing, while non-pharmaceutical measures delayed and attenuated pandemic wave progression. The timely implementation of a layered intervention bundle appeared likely to protect hospital resource adequacy in Ottawa. The adaptable nature of this model provides value in informing pandemic preparedness policy planning in situations of uncertainty, as scenarios can be updated in real time as more data become available. However—given the inherent uncertainties of model assumptions—results should be interpreted with caution.


Url:
DOI: 10.1371/journal.pone.0179315
PubMed: 28614365
PubMed Central: 5470707


Affiliations:


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PMC:5470707

Le document en format XML

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<div1 type="bibliography">
<listBibl>
<biblStruct>
<analytic>
<author>
<name sortKey="Kuszewski, K" uniqKey="Kuszewski K">K Kuszewski</name>
</author>
<author>
<name sortKey="Brydak, L" uniqKey="Brydak L">L Brydak</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Lau, Jtf" uniqKey="Lau J">JTF Lau</name>
</author>
<author>
<name sortKey="Griffiths, S" uniqKey="Griffiths S">S Griffiths</name>
</author>
<author>
<name sortKey="Choi, K" uniqKey="Choi K">K Choi</name>
</author>
<author>
<name sortKey="Lin, C" uniqKey="Lin C">C Lin</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Fiore, A" uniqKey="Fiore A">A Fiore</name>
</author>
<author>
<name sortKey="Shay, D" uniqKey="Shay D">D Shay</name>
</author>
<author>
<name sortKey="Broder, K" uniqKey="Broder K">K Broder</name>
</author>
<author>
<name sortKey="Iskander, J" uniqKey="Iskander J">J Iskander</name>
</author>
<author>
<name sortKey="Uyeki, T" uniqKey="Uyeki T">T Uyeki</name>
</author>
<author>
<name sortKey="Mootrey, G" uniqKey="Mootrey G">G Mootrey</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Smith, K" uniqKey="Smith K">K Smith</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Thompson, M" uniqKey="Thompson M">M Thompson</name>
</author>
<author>
<name sortKey="Shay, D" uniqKey="Shay D">D Shay</name>
</author>
<author>
<name sortKey="Zhou, H" uniqKey="Zhou H">H Zhou</name>
</author>
<author>
<name sortKey="Bridges, C" uniqKey="Bridges C">C Bridges</name>
</author>
<author>
<name sortKey="Cheng, P" uniqKey="Cheng P">P Cheng</name>
</author>
<author>
<name sortKey="Burns, E" uniqKey="Burns E">E Burns</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Schanzer, Dl" uniqKey="Schanzer D">DL Schanzer</name>
</author>
<author>
<name sortKey="Mcgeer, A" uniqKey="Mcgeer A">A McGeer</name>
</author>
<author>
<name sortKey="Morris, K" uniqKey="Morris K">K Morris</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Schanzer, Dl" uniqKey="Schanzer D">DL Schanzer</name>
</author>
<author>
<name sortKey="Sevenhuysen, C" uniqKey="Sevenhuysen C">C Sevenhuysen</name>
</author>
<author>
<name sortKey="Winchester, B" uniqKey="Winchester B">B Winchester</name>
</author>
<author>
<name sortKey="Mersereau, T" uniqKey="Mersereau T">T Mersereau</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Zambon, M" uniqKey="Zambon M">M Zambon</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Guan, Y" uniqKey="Guan Y">Y Guan</name>
</author>
<author>
<name sortKey="Vijaykrishna, D" uniqKey="Vijaykrishna D">D Vijaykrishna</name>
</author>
<author>
<name sortKey="Bahl, J" uniqKey="Bahl J">J Bahl</name>
</author>
<author>
<name sortKey="Zhu, H" uniqKey="Zhu H">H Zhu</name>
</author>
<author>
<name sortKey="Wang, J" uniqKey="Wang J">J Wang</name>
</author>
<author>
<name sortKey="Smith, Gj" uniqKey="Smith G">GJ Smith</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Henderson, D" uniqKey="Henderson D">D Henderson</name>
</author>
<author>
<name sortKey="Courtney, B" uniqKey="Courtney B">B Courtney</name>
</author>
<author>
<name sortKey="Inglesby, T" uniqKey="Inglesby T">T Inglesby</name>
</author>
<author>
<name sortKey="Toner, E" uniqKey="Toner E">E Toner</name>
</author>
<author>
<name sortKey="Nuzzo, J" uniqKey="Nuzzo J">J Nuzzo</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Humphries, M" uniqKey="Humphries M">M Humphries</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Simonsen, L" uniqKey="Simonsen L">L Simonsen</name>
</author>
<author>
<name sortKey="Spreeuwenberg, P" uniqKey="Spreeuwenberg P">P Spreeuwenberg</name>
</author>
<author>
<name sortKey="Lustig, R" uniqKey="Lustig R">R Lustig</name>
</author>
<author>
<name sortKey="Taylor, Rj" uniqKey="Taylor R">RJ Taylor</name>
</author>
<author>
<name sortKey="Fleming, Dm" uniqKey="Fleming D">DM Fleming</name>
</author>
<author>
<name sortKey="Kroneman, M" uniqKey="Kroneman M">M Kroneman</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Saunders Hastings, P" uniqKey="Saunders Hastings P">P Saunders-Hastings</name>
</author>
<author>
<name sortKey="Krewski, D" uniqKey="Krewski D">D Krewski</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Dawood, F" uniqKey="Dawood F">F Dawood</name>
</author>
<author>
<name sortKey="Luliano, D" uniqKey="Luliano D">D Luliano</name>
</author>
<author>
<name sortKey="Reed, C" uniqKey="Reed C">C Reed</name>
</author>
<author>
<name sortKey="Meltzer, M" uniqKey="Meltzer M">M Meltzer</name>
</author>
<author>
<name sortKey="Shay, D" uniqKey="Shay D">D Shay</name>
</author>
<author>
<name sortKey="Cheng, P" uniqKey="Cheng P">P Cheng</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="House, T" uniqKey="House T">T House</name>
</author>
<author>
<name sortKey="Baguelin, M" uniqKey="Baguelin M">M Baguelin</name>
</author>
<author>
<name sortKey="Van Hoek, Aj" uniqKey="Van Hoek A">AJ Van Hoek</name>
</author>
<author>
<name sortKey="White, Pj" uniqKey="White P">PJ White</name>
</author>
<author>
<name sortKey="Sadique, Z" uniqKey="Sadique Z">Z Sadique</name>
</author>
<author>
<name sortKey="Eames, K" uniqKey="Eames K">K Eames</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Daly, P" uniqKey="Daly P">P Daly</name>
</author>
<author>
<name sortKey="Gustafson, R" uniqKey="Gustafson R">R Gustafson</name>
</author>
<author>
<name sortKey="Kendall, P" uniqKey="Kendall P">P Kendall</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Potter, C" uniqKey="Potter C">C Potter</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Horimoto, T" uniqKey="Horimoto T">T Horimoto</name>
</author>
<author>
<name sortKey="Kawaoka, Y" uniqKey="Kawaoka Y">Y Kawaoka</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Myers, Kp" uniqKey="Myers K">KP Myers</name>
</author>
<author>
<name sortKey="Olsen, Cw" uniqKey="Olsen C">CW Olsen</name>
</author>
<author>
<name sortKey="Gray, Gc" uniqKey="Gray G">GC Gray</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Reperant, La" uniqKey="Reperant L">LA Reperant</name>
</author>
<author>
<name sortKey="Osterhaus, Ad" uniqKey="Osterhaus A">AD Osterhaus</name>
</author>
<author>
<name sortKey="Van Tam, J" uniqKey="Van Tam J">J Van-Tam</name>
</author>
<author>
<name sortKey="Sellwood, C" uniqKey="Sellwood C">C Sellwood</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Wan, X F" uniqKey="Wan X">X-F Wan</name>
</author>
<author>
<name sortKey="Dong, L" uniqKey="Dong L">L Dong</name>
</author>
<author>
<name sortKey="Lan, Y" uniqKey="Lan Y">Y Lan</name>
</author>
<author>
<name sortKey="Long, L P" uniqKey="Long L">L-P Long</name>
</author>
<author>
<name sortKey="Xu, C" uniqKey="Xu C">C Xu</name>
</author>
<author>
<name sortKey="Zou, S" uniqKey="Zou S">S Zou</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Watson, Sj" uniqKey="Watson S">SJ Watson</name>
</author>
<author>
<name sortKey="Langat, P" uniqKey="Langat P">P Langat</name>
</author>
<author>
<name sortKey="Reid, Sm" uniqKey="Reid S">SM Reid</name>
</author>
<author>
<name sortKey="Lam, Tt Y" uniqKey="Lam T">TT-Y Lam</name>
</author>
<author>
<name sortKey="Cotten, M" uniqKey="Cotten M">M Cotten</name>
</author>
<author>
<name sortKey="Kelly, M" uniqKey="Kelly M">M Kelly</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Tuite, Ar" uniqKey="Tuite A">AR Tuite</name>
</author>
<author>
<name sortKey="Fisman, Dn" uniqKey="Fisman D">DN Fisman</name>
</author>
<author>
<name sortKey="Kwong, Jc" uniqKey="Kwong J">JC Kwong</name>
</author>
<author>
<name sortKey="Greer, Al" uniqKey="Greer A">AL Greer</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Coburn, B" uniqKey="Coburn B">B Coburn</name>
</author>
<author>
<name sortKey="Wagner, B" uniqKey="Wagner B">B Wagner</name>
</author>
<author>
<name sortKey="Blower, S" uniqKey="Blower S">S Blower</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Arino, J" uniqKey="Arino J">J Arino</name>
</author>
<author>
<name sortKey="Brauer, F" uniqKey="Brauer F">F Brauer</name>
</author>
<author>
<name sortKey="Driessche, P" uniqKey="Driessche P">P Driessche</name>
</author>
<author>
<name sortKey="Watmough, J" uniqKey="Watmough J">J Watmough</name>
</author>
<author>
<name sortKey="Wu, J" uniqKey="Wu J">J Wu</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Wallinga, J" uniqKey="Wallinga J">J Wallinga</name>
</author>
<author>
<name sortKey="Lipsitch, M" uniqKey="Lipsitch M">M Lipsitch</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Carrasco, L" uniqKey="Carrasco L">L Carrasco</name>
</author>
<author>
<name sortKey="Jit, M" uniqKey="Jit M">M Jit</name>
</author>
<author>
<name sortKey="Chen, M" uniqKey="Chen M">M Chen</name>
</author>
<author>
<name sortKey="Lee, V" uniqKey="Lee V">V Lee</name>
</author>
<author>
<name sortKey="Milne, G" uniqKey="Milne G">G Milne</name>
</author>
<author>
<name sortKey="Cook, A" uniqKey="Cook A">A Cook</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Germann, Tc" uniqKey="Germann T">TC Germann</name>
</author>
<author>
<name sortKey="Kadau, K" uniqKey="Kadau K">K Kadau</name>
</author>
<author>
<name sortKey="Longini, Im" uniqKey="Longini I">IM Longini</name>
</author>
<author>
<name sortKey="Macken, Ca" uniqKey="Macken C">CA Macken</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Longini, I" uniqKey="Longini I">I Longini</name>
</author>
<author>
<name sortKey="Halloran, Me" uniqKey="Halloran M">ME Halloran</name>
</author>
<author>
<name sortKey="Nizam, A" uniqKey="Nizam A">A Nizam</name>
</author>
<author>
<name sortKey="Yang, Y" uniqKey="Yang Y">Y Yang</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Longini, I" uniqKey="Longini I">I Longini</name>
</author>
<author>
<name sortKey="Nizam, A" uniqKey="Nizam A">A Nizam</name>
</author>
<author>
<name sortKey="Xu, S" uniqKey="Xu S">S Xu</name>
</author>
<author>
<name sortKey="Ungchusak, K" uniqKey="Ungchusak K">K Ungchusak</name>
</author>
<author>
<name sortKey="Hanshaoworakul, W" uniqKey="Hanshaoworakul W">W Hanshaoworakul</name>
</author>
<author>
<name sortKey="Cummings, Da" uniqKey="Cummings D">DA Cummings</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Andradottir, S" uniqKey="Andradottir S">S Andradottir</name>
</author>
<author>
<name sortKey="Chiu, W" uniqKey="Chiu W">W Chiu</name>
</author>
<author>
<name sortKey="Goldsman, D" uniqKey="Goldsman D">D Goldsman</name>
</author>
<author>
<name sortKey="Lee, Ml" uniqKey="Lee M">ML Lee</name>
</author>
<author>
<name sortKey="Tsui, Kl" uniqKey="Tsui K">KL Tsui</name>
</author>
<author>
<name sortKey="Sander, B" uniqKey="Sander B">B Sander</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Halloran, Me" uniqKey="Halloran M">ME Halloran</name>
</author>
<author>
<name sortKey="Ferguson, Nm" uniqKey="Ferguson N">NM Ferguson</name>
</author>
<author>
<name sortKey="Eubank, S" uniqKey="Eubank S">S Eubank</name>
</author>
<author>
<name sortKey="Longini, Im" uniqKey="Longini I">IM Longini</name>
</author>
<author>
<name sortKey="Cummings, Da" uniqKey="Cummings D">DA Cummings</name>
</author>
<author>
<name sortKey="Lewis, B" uniqKey="Lewis B">B Lewis</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Yang, Y" uniqKey="Yang Y">Y Yang</name>
</author>
<author>
<name sortKey="Sugimoto, Jd" uniqKey="Sugimoto J">JD Sugimoto</name>
</author>
<author>
<name sortKey="Halloran, Me" uniqKey="Halloran M">ME Halloran</name>
</author>
<author>
<name sortKey="Basta, Ne" uniqKey="Basta N">NE Basta</name>
</author>
<author>
<name sortKey="Chao, Dl" uniqKey="Chao D">DL Chao</name>
</author>
<author>
<name sortKey="Matrajt, L" uniqKey="Matrajt L">L Matrajt</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chao, Dl" uniqKey="Chao D">DL Chao</name>
</author>
<author>
<name sortKey="Halloran, Me" uniqKey="Halloran M">ME Halloran</name>
</author>
<author>
<name sortKey="Obenchain, Vj" uniqKey="Obenchain V">VJ Obenchain</name>
</author>
<author>
<name sortKey="Longini, Im" uniqKey="Longini I">IM Longini</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chao, Dl" uniqKey="Chao D">DL Chao</name>
</author>
<author>
<name sortKey="Matrajt, L" uniqKey="Matrajt L">L Matrajt</name>
</author>
<author>
<name sortKey="Basta, Ne" uniqKey="Basta N">NE Basta</name>
</author>
<author>
<name sortKey="Sugimoto, Jd" uniqKey="Sugimoto J">JD Sugimoto</name>
</author>
<author>
<name sortKey="Dean, B" uniqKey="Dean B">B Dean</name>
</author>
<author>
<name sortKey="Bagwell, Da" uniqKey="Bagwell D">DA Bagwell</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Del Valle, Sy" uniqKey="Del Valle S">SY Del Valle</name>
</author>
<author>
<name sortKey="Hyman, Jm" uniqKey="Hyman J">JM Hyman</name>
</author>
<author>
<name sortKey="Hethcote, Hw" uniqKey="Hethcote H">HW Hethcote</name>
</author>
<author>
<name sortKey="Eubank, Sg" uniqKey="Eubank S">SG Eubank</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Gojovic, Mz" uniqKey="Gojovic M">MZ Gojovic</name>
</author>
<author>
<name sortKey="Sander, B" uniqKey="Sander B">B Sander</name>
</author>
<author>
<name sortKey="Fisman, D" uniqKey="Fisman D">D Fisman</name>
</author>
<author>
<name sortKey="Krahn, Md" uniqKey="Krahn M">MD Krahn</name>
</author>
<author>
<name sortKey="Bauch, Ct" uniqKey="Bauch C">CT Bauch</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Basta, Ne" uniqKey="Basta N">NE Basta</name>
</author>
<author>
<name sortKey="Chao, Dl" uniqKey="Chao D">DL Chao</name>
</author>
<author>
<name sortKey="Halloran, Me" uniqKey="Halloran M">ME Halloran</name>
</author>
<author>
<name sortKey="Matrajt, L" uniqKey="Matrajt L">L Matrajt</name>
</author>
<author>
<name sortKey="Longini, Im" uniqKey="Longini I">IM Longini</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Del Valle, Sy" uniqKey="Del Valle S">SY Del Valle</name>
</author>
<author>
<name sortKey="Hyman, J" uniqKey="Hyman J">J Hyman</name>
</author>
<author>
<name sortKey="Chitnis, N" uniqKey="Chitnis N">N Chitnis</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Van Den Driessche, P" uniqKey="Van Den Driessche P">P van den Driessche</name>
</author>
<author>
<name sortKey="Watmough, J" uniqKey="Watmough J">J Watmough</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Hancock, K" uniqKey="Hancock K">K Hancock</name>
</author>
<author>
<name sortKey="Veguilla, V" uniqKey="Veguilla V">V Veguilla</name>
</author>
<author>
<name sortKey="Lu, X" uniqKey="Lu X">X Lu</name>
</author>
<author>
<name sortKey="Zhong, W" uniqKey="Zhong W">W Zhong</name>
</author>
<author>
<name sortKey="Butler, En" uniqKey="Butler E">EN Butler</name>
</author>
<author>
<name sortKey="Sun, H" uniqKey="Sun H">H Sun</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Mills, C" uniqKey="Mills C">C Mills</name>
</author>
<author>
<name sortKey="Robins, J" uniqKey="Robins J">J Robins</name>
</author>
<author>
<name sortKey="Lipsitch, M" uniqKey="Lipsitch M">M Lipsitch</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Viboud, C" uniqKey="Viboud C">C Viboud</name>
</author>
<author>
<name sortKey="Tam, T" uniqKey="Tam T">T Tam</name>
</author>
<author>
<name sortKey="Fleming, D" uniqKey="Fleming D">D Fleming</name>
</author>
<author>
<name sortKey="Handel, A" uniqKey="Handel A">A Handel</name>
</author>
<author>
<name sortKey="Miller, M" uniqKey="Miller M">M Miller</name>
</author>
<author>
<name sortKey="Simonsen, L" uniqKey="Simonsen L">L Simonsen</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chowell, G" uniqKey="Chowell G">G Chowell</name>
</author>
<author>
<name sortKey="Ammon, C" uniqKey="Ammon C">C Ammon</name>
</author>
<author>
<name sortKey="Hengartner, N" uniqKey="Hengartner N">N Hengartner</name>
</author>
<author>
<name sortKey="Hyman, J" uniqKey="Hyman J">J Hyman</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Flahault, A" uniqKey="Flahault A">A Flahault</name>
</author>
<author>
<name sortKey="Deguen, S" uniqKey="Deguen S">S Deguen</name>
</author>
<author>
<name sortKey="Valleron, A" uniqKey="Valleron A">A Valleron</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Hall, I" uniqKey="Hall I">I Hall</name>
</author>
<author>
<name sortKey="Gani, R" uniqKey="Gani R">R Gani</name>
</author>
<author>
<name sortKey="Hughes, H" uniqKey="Hughes H">H Hughes</name>
</author>
<author>
<name sortKey="Leach, S" uniqKey="Leach S">S Leach</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Sertsou, G" uniqKey="Sertsou G">G Sertsou</name>
</author>
<author>
<name sortKey="Wilson, N" uniqKey="Wilson N">N Wilson</name>
</author>
<author>
<name sortKey="Baker, M" uniqKey="Baker M">M Baker</name>
</author>
<author>
<name sortKey="Nelson, P" uniqKey="Nelson P">P Nelson</name>
</author>
<author>
<name sortKey="Roberts, M" uniqKey="Roberts M">M Roberts</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Burgess, D" uniqKey="Burgess D">D Burgess</name>
</author>
<author>
<name sortKey="Jenkins, G" uniqKey="Jenkins G">G Jenkins</name>
</author>
<author>
<name sortKey="Burgess, D" uniqKey="Burgess D">D Burgess</name>
</author>
<author>
<name sortKey="Jenkins, G" uniqKey="Jenkins G">G Jenkins</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Winquist, E" uniqKey="Winquist E">E Winquist</name>
</author>
<author>
<name sortKey="Bell, Cm" uniqKey="Bell C">CM Bell</name>
</author>
<author>
<name sortKey="Clarke, Jt" uniqKey="Clarke J">JT Clarke</name>
</author>
<author>
<name sortKey="Evans, G" uniqKey="Evans G">G Evans</name>
</author>
<author>
<name sortKey="Martin, J" uniqKey="Martin J">J Martin</name>
</author>
<author>
<name sortKey="Sabharwal, M" uniqKey="Sabharwal M">M Sabharwal</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Neumann, Pj" uniqKey="Neumann P">PJ Neumann</name>
</author>
<author>
<name sortKey="Cohen, Jt" uniqKey="Cohen J">JT Cohen</name>
</author>
<author>
<name sortKey="Weinstein, Mc" uniqKey="Weinstein M">MC Weinstein</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Owens, Dk" uniqKey="Owens D">DK Owens</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Sander, B" uniqKey="Sander B">B Sander</name>
</author>
<author>
<name sortKey="Bauch, Ct" uniqKey="Bauch C">CT Bauch</name>
</author>
<author>
<name sortKey="Fisman, D" uniqKey="Fisman D">D Fisman</name>
</author>
<author>
<name sortKey="Fowler, Ra" uniqKey="Fowler R">RA Fowler</name>
</author>
<author>
<name sortKey="Kwong, Jc" uniqKey="Kwong J">JC Kwong</name>
</author>
<author>
<name sortKey="Maetzel, A" uniqKey="Maetzel A">A Maetzel</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Sander, B" uniqKey="Sander B">B Sander</name>
</author>
<author>
<name sortKey="Mecdev, Mba" uniqKey="Mecdev M">MBA MecDev</name>
</author>
<author>
<name sortKey="Nizam, A" uniqKey="Nizam A">A Nizam</name>
</author>
<author>
<name sortKey="Garisson, Lp" uniqKey="Garisson L">LP Garisson</name>
</author>
<author>
<name sortKey="Postma, Mj" uniqKey="Postma M">MJ Postma</name>
</author>
<author>
<name sortKey="Halloran, Me" uniqKey="Halloran M">ME Halloran</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Perlroth, Dj" uniqKey="Perlroth D">DJ Perlroth</name>
</author>
<author>
<name sortKey="Glass, Rj" uniqKey="Glass R">RJ Glass</name>
</author>
<author>
<name sortKey="Davey, Vj" uniqKey="Davey V">VJ Davey</name>
</author>
<author>
<name sortKey="Cannon, D" uniqKey="Cannon D">D Cannon</name>
</author>
<author>
<name sortKey="Garber, Am" uniqKey="Garber A">AM Garber</name>
</author>
<author>
<name sortKey="Owens, Dk" uniqKey="Owens D">DK Owens</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Kelso, Jk" uniqKey="Kelso J">JK Kelso</name>
</author>
<author>
<name sortKey="Halder, N" uniqKey="Halder N">N Halder</name>
</author>
<author>
<name sortKey="Postma, Mj" uniqKey="Postma M">MJ Postma</name>
</author>
<author>
<name sortKey="Milne, Gj" uniqKey="Milne G">GJ Milne</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Jefferson, T" uniqKey="Jefferson T">T Jefferson</name>
</author>
<author>
<name sortKey="Rivetti, A" uniqKey="Rivetti A">A Rivetti</name>
</author>
<author>
<name sortKey="Di Pietrantonj, C" uniqKey="Di Pietrantonj C">C Di Pietrantonj</name>
</author>
<author>
<name sortKey="Demicheli, V" uniqKey="Demicheli V">V Demicheli</name>
</author>
<author>
<name sortKey="Ferroni, E" uniqKey="Ferroni E">E Ferroni</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Osterholm, Mt" uniqKey="Osterholm M">MT Osterholm</name>
</author>
<author>
<name sortKey="Kelley, Ns" uniqKey="Kelley N">NS Kelley</name>
</author>
<author>
<name sortKey="Sommer, A" uniqKey="Sommer A">A Sommer</name>
</author>
<author>
<name sortKey="Belongia, Ea" uniqKey="Belongia E">EA Belongia</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Yin, Jk" uniqKey="Yin J">JK Yin</name>
</author>
<author>
<name sortKey="Chow, Myk" uniqKey="Chow M">MYK Chow</name>
</author>
<author>
<name sortKey="Khandaker, G" uniqKey="Khandaker G">G Khandaker</name>
</author>
<author>
<name sortKey="King, C" uniqKey="King C">C King</name>
</author>
<author>
<name sortKey="Richmond, P" uniqKey="Richmond P">P Richmond</name>
</author>
<author>
<name sortKey="Heron, L" uniqKey="Heron L">L Heron</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Basta, Ne" uniqKey="Basta N">NE Basta</name>
</author>
<author>
<name sortKey="Halloran, Me" uniqKey="Halloran M">ME Halloran</name>
</author>
<author>
<name sortKey="Matrajt, L" uniqKey="Matrajt L">L Matrajt</name>
</author>
<author>
<name sortKey="Longini, Im" uniqKey="Longini I">IM Longini</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Fiore, A" uniqKey="Fiore A">A Fiore</name>
</author>
<author>
<name sortKey="Uyeki, T" uniqKey="Uyeki T">T Uyeki</name>
</author>
<author>
<name sortKey="Broder, K" uniqKey="Broder K">K Broder</name>
</author>
<author>
<name sortKey="Finelli, L" uniqKey="Finelli L">L Finelli</name>
</author>
<author>
<name sortKey="Euler, Gl" uniqKey="Euler G">GL Euler</name>
</author>
<author>
<name sortKey="Singleton, Ja" uniqKey="Singleton J">JA Singleton</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Greer, Al" uniqKey="Greer A">AL Greer</name>
</author>
<author>
<name sortKey="Schanzer, D" uniqKey="Schanzer D">D Schanzer</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Flahault, A" uniqKey="Flahault A">A Flahault</name>
</author>
<author>
<name sortKey="Vergu, E" uniqKey="Vergu E">E Vergu</name>
</author>
<author>
<name sortKey="Boelle, Py" uniqKey="Boelle P">PY Boelle</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Fraser, C" uniqKey="Fraser C">C Fraser</name>
</author>
<author>
<name sortKey="Donnelly, Ca" uniqKey="Donnelly C">CA Donnelly</name>
</author>
<author>
<name sortKey="Cauchemez, S" uniqKey="Cauchemez S">S Cauchemez</name>
</author>
<author>
<name sortKey="Hanage, Wp" uniqKey="Hanage W">WP Hanage</name>
</author>
<author>
<name sortKey="Van Kerkhove, Md" uniqKey="Van Kerkhove M">MD Van Kerkhove</name>
</author>
<author>
<name sortKey="Hollingsworth, Td" uniqKey="Hollingsworth T">TD Hollingsworth</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Khazeni, N" uniqKey="Khazeni N">N Khazeni</name>
</author>
<author>
<name sortKey="Bravata, Dm" uniqKey="Bravata D">DM Bravata</name>
</author>
<author>
<name sortKey="Holty, Je" uniqKey="Holty J">JE Holty</name>
</author>
<author>
<name sortKey="Uyeki, Tm" uniqKey="Uyeki T">TM Uyeki</name>
</author>
<author>
<name sortKey="Stave, Cd" uniqKey="Stave C">CD Stave</name>
</author>
<author>
<name sortKey="Gould, Mk" uniqKey="Gould M">MK Gould</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Jefferson, T" uniqKey="Jefferson T">T Jefferson</name>
</author>
<author>
<name sortKey="Jones, Ma" uniqKey="Jones M">MA Jones</name>
</author>
<author>
<name sortKey="Doshi, P" uniqKey="Doshi P">P Doshi</name>
</author>
<author>
<name sortKey="Del Mar, Cb" uniqKey="Del Mar C">CB Del Mar</name>
</author>
<author>
<name sortKey="Hama, R" uniqKey="Hama R">R Hama</name>
</author>
<author>
<name sortKey="Thompson, Mj" uniqKey="Thompson M">MJ Thompson</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Borse, Rh" uniqKey="Borse R">RH Borse</name>
</author>
<author>
<name sortKey="Behravesh, Cb" uniqKey="Behravesh C">CB Behravesh</name>
</author>
<author>
<name sortKey="Dumanovsky, T" uniqKey="Dumanovsky T">T Dumanovsky</name>
</author>
<author>
<name sortKey="Zucker, Jr" uniqKey="Zucker J">JR Zucker</name>
</author>
<author>
<name sortKey="Swerdlow, D" uniqKey="Swerdlow D">D Swerdlow</name>
</author>
<author>
<name sortKey="Edelson, P" uniqKey="Edelson P">P Edelson</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Arino, J" uniqKey="Arino J">J Arino</name>
</author>
<author>
<name sortKey="Brauer, F" uniqKey="Brauer F">F Brauer</name>
</author>
<author>
<name sortKey="Driessche, P" uniqKey="Driessche P">P Driessche</name>
</author>
<author>
<name sortKey="Watmough, J" uniqKey="Watmough J">J Watmough</name>
</author>
<author>
<name sortKey="Jianhong, W" uniqKey="Jianhong W">W Jianhong</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Lee, J" uniqKey="Lee J">J Lee</name>
</author>
<author>
<name sortKey="Jung, E" uniqKey="Jung E">E Jung</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Godoy, P" uniqKey="Godoy P">P Godoy</name>
</author>
<author>
<name sortKey="Castilla, J" uniqKey="Castilla J">J Castilla</name>
</author>
<author>
<name sortKey="Delgado Rodriguez, M" uniqKey="Delgado Rodriguez M">M Delgado-Rodriguez</name>
</author>
<author>
<name sortKey="Martin, V" uniqKey="Martin V">V Martin</name>
</author>
<author>
<name sortKey="Soldevila, N" uniqKey="Soldevila N">N Soldevila</name>
</author>
<author>
<name sortKey="Alonso, J" uniqKey="Alonso J">J Alonso</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Li, T" uniqKey="Li T">T Li</name>
</author>
<author>
<name sortKey="Liu, Y" uniqKey="Liu Y">Y Liu</name>
</author>
<author>
<name sortKey="Di, B" uniqKey="Di B">B Di</name>
</author>
<author>
<name sortKey="Wang, M" uniqKey="Wang M">M Wang</name>
</author>
<author>
<name sortKey="Shen, J" uniqKey="Shen J">J Shen</name>
</author>
<author>
<name sortKey="Zhang, Y" uniqKey="Zhang Y">Y Zhang</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Liu, Wt" uniqKey="Liu W">WT Liu</name>
</author>
<author>
<name sortKey="Pang, Xh" uniqKey="Pang X">XH Pang</name>
</author>
<author>
<name sortKey="Deng, Y" uniqKey="Deng Y">Y Deng</name>
</author>
<author>
<name sortKey="Yang, P" uniqKey="Yang P">P Yang</name>
</author>
<author>
<name sortKey="Li, Xy" uniqKey="Li X">XY Li</name>
</author>
<author>
<name sortKey="Zhang, Y" uniqKey="Zhang Y">Y Zhang</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Torner, N" uniqKey="Torner N">N Torner</name>
</author>
<author>
<name sortKey="Soldevila, N" uniqKey="Soldevila N">N Soldevila</name>
</author>
<author>
<name sortKey="Garcia, Jj" uniqKey="Garcia J">JJ Garcia</name>
</author>
<author>
<name sortKey="Launes, C" uniqKey="Launes C">C Launes</name>
</author>
<author>
<name sortKey="Godoy, P" uniqKey="Godoy P">P Godoy</name>
</author>
<author>
<name sortKey="Castilla, J" uniqKey="Castilla J">J Castilla</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Zhang, Y" uniqKey="Zhang Y">Y Zhang</name>
</author>
<author>
<name sortKey="Seale, H" uniqKey="Seale H">H Seale</name>
</author>
<author>
<name sortKey="Yang, P" uniqKey="Yang P">P Yang</name>
</author>
<author>
<name sortKey="Macintyre, Cr" uniqKey="Macintyre C">CR MacIntyre</name>
</author>
<author>
<name sortKey="Blackwell, B" uniqKey="Blackwell B">B Blackwell</name>
</author>
<author>
<name sortKey="Tang, S" uniqKey="Tang S">S Tang</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Merk, H" uniqKey="Merk H">H Merk</name>
</author>
<author>
<name sortKey="Kuhlmann Berenzon, S" uniqKey="Kuhlmann Berenzon S">S Kuhlmann-Berenzon</name>
</author>
<author>
<name sortKey="Linde, A" uniqKey="Linde A">A Linde</name>
</author>
<author>
<name sortKey="Nyren, O" uniqKey="Nyren O">O Nyren</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Tooher, R" uniqKey="Tooher R">R Tooher</name>
</author>
<author>
<name sortKey="Collins, Je" uniqKey="Collins J">JE Collins</name>
</author>
<author>
<name sortKey="Street, Jm" uniqKey="Street J">JM Street</name>
</author>
<author>
<name sortKey="Braunack Mayer, A" uniqKey="Braunack Mayer A">A Braunack-Mayer</name>
</author>
<author>
<name sortKey="Marshall, H" uniqKey="Marshall H">H Marshall</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Seale, H" uniqKey="Seale H">H Seale</name>
</author>
<author>
<name sortKey="Heywood, Ae" uniqKey="Heywood A">AE Heywood</name>
</author>
<author>
<name sortKey="Mclaws, M L" uniqKey="Mclaws M">M-L McLaws</name>
</author>
<author>
<name sortKey="Ward, Kf" uniqKey="Ward K">KF Ward</name>
</author>
<author>
<name sortKey="Lowbridge, Cp" uniqKey="Lowbridge C">CP Lowbridge</name>
</author>
<author>
<name sortKey="Van, D" uniqKey="Van D">D Van</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Cheng, Vcc" uniqKey="Cheng V">VCC Cheng</name>
</author>
<author>
<name sortKey="Tai, Jwm" uniqKey="Tai J">JWM Tai</name>
</author>
<author>
<name sortKey="Wong, Lmw" uniqKey="Wong L">LMW Wong</name>
</author>
<author>
<name sortKey="Chan, Jfw" uniqKey="Chan J">JFW Chan</name>
</author>
<author>
<name sortKey="Li, Iws" uniqKey="Li I">IWS Li</name>
</author>
<author>
<name sortKey="To, Kkw" uniqKey="To K">KKW To</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Deng, Y" uniqKey="Deng Y">Y Deng</name>
</author>
<author>
<name sortKey="Zhang, Y" uniqKey="Zhang Y">Y Zhang</name>
</author>
<author>
<name sortKey="Wang, Xl" uniqKey="Wang X">XL Wang</name>
</author>
<author>
<name sortKey="Liu, Wt" uniqKey="Liu W">WT Liu</name>
</author>
<author>
<name sortKey="Duan, W" uniqKey="Duan W">W Duan</name>
</author>
<author>
<name sortKey="Yang, P" uniqKey="Yang P">P Yang</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Jaeger, Jl" uniqKey="Jaeger J">JL Jaeger</name>
</author>
<author>
<name sortKey="Patel, M" uniqKey="Patel M">M Patel</name>
</author>
<author>
<name sortKey="Dharan, N" uniqKey="Dharan N">N Dharan</name>
</author>
<author>
<name sortKey="Hancock, K" uniqKey="Hancock K">K Hancock</name>
</author>
<author>
<name sortKey="Meites, E" uniqKey="Meites E">E Meites</name>
</author>
<author>
<name sortKey="Mattson, C" uniqKey="Mattson C">C Mattson</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Remschmidt, C" uniqKey="Remschmidt C">C Remschmidt</name>
</author>
<author>
<name sortKey="Stocker, P" uniqKey="Stocker P">P Stocker</name>
</author>
<author>
<name sortKey="Mad, Heiden" uniqKey="Mad H">Heiden Mad</name>
</author>
<author>
<name sortKey="Suess, T" uniqKey="Suess T">T Suess</name>
</author>
<author>
<name sortKey="Luchtenberg, M" uniqKey="Luchtenberg M">M Luchtenberg</name>
</author>
<author>
<name sortKey="Schink, Sb" uniqKey="Schink S">SB Schink</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Suess, T" uniqKey="Suess T">T Suess</name>
</author>
<author>
<name sortKey="Remschmidt, C" uniqKey="Remschmidt C">C Remschmidt</name>
</author>
<author>
<name sortKey="Schink, Sb" uniqKey="Schink S">SB Schink</name>
</author>
<author>
<name sortKey="Schweiger, B" uniqKey="Schweiger B">B Schweiger</name>
</author>
<author>
<name sortKey="Nitsche, A" uniqKey="Nitsche A">A Nitsche</name>
</author>
<author>
<name sortKey="Schroeder, K" uniqKey="Schroeder K">K Schroeder</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Kim, Co" uniqKey="Kim C">CO Kim</name>
</author>
<author>
<name sortKey="Nam, Cm" uniqKey="Nam C">CM Nam</name>
</author>
<author>
<name sortKey="Lee, Dc" uniqKey="Lee D">DC Lee</name>
</author>
<author>
<name sortKey="Chang, J" uniqKey="Chang J">J Chang</name>
</author>
<author>
<name sortKey="Lee, Jw" uniqKey="Lee J">JW Lee</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Bults, M" uniqKey="Bults M">M Bults</name>
</author>
<author>
<name sortKey="Beaujean, Dj" uniqKey="Beaujean D">DJ Beaujean</name>
</author>
<author>
<name sortKey="De Zwart, O" uniqKey="De Zwart O">O de Zwart</name>
</author>
<author>
<name sortKey="Kok, G" uniqKey="Kok G">G Kok</name>
</author>
<author>
<name sortKey="Van Empelen, P" uniqKey="Van Empelen P">P van Empelen</name>
</author>
<author>
<name sortKey="Van Steenbergen, Je" uniqKey="Van Steenbergen J">JE van Steenbergen</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Zhang, Q" uniqKey="Zhang Q">Q Zhang</name>
</author>
<author>
<name sortKey="Wang, D" uniqKey="Wang D">D Wang</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Michael, Jh" uniqKey="Michael J">JH Michael</name>
</author>
<author>
<name sortKey="Davis, Ks" uniqKey="Davis K">KS Davis</name>
</author>
<author>
<name sortKey="Xiaohong, Md" uniqKey="Xiaohong M">MD Xiaohong</name>
</author>
<author>
<name sortKey="Rajan, P" uniqKey="Rajan P">P Rajan</name>
</author>
<author>
<name sortKey="Xiaoping, J" uniqKey="Xiaoping J">J Xiaoping</name>
</author>
<author>
<name sortKey="Eric, W" uniqKey="Eric W">W Eric</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Bondy, Sj" uniqKey="Bondy S">SJ Bondy</name>
</author>
<author>
<name sortKey="Russell, Ml" uniqKey="Russell M">ML Russell</name>
</author>
<author>
<name sortKey="Lafleche, Jm" uniqKey="Lafleche J">JM Lafleche</name>
</author>
<author>
<name sortKey="Rea, E" uniqKey="Rea E">E Rea</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Gojovic, Mz" uniqKey="Gojovic M">MZ Gojovic</name>
</author>
<author>
<name sortKey="Sande, B" uniqKey="Sande B">B Sande</name>
</author>
<author>
<name sortKey="Fisman, D" uniqKey="Fisman D">D Fisman</name>
</author>
<author>
<name sortKey="Krahn, Md" uniqKey="Krahn M">MD Krahn</name>
</author>
<author>
<name sortKey="Bauch, Ct" uniqKey="Bauch C">CT Bauch</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Sander, B" uniqKey="Sander B">B Sander</name>
</author>
<author>
<name sortKey="Kwing, Jc" uniqKey="Kwing J">JC Kwing</name>
</author>
<author>
<name sortKey="Bauch, Ct" uniqKey="Bauch C">CT Bauch</name>
</author>
<author>
<name sortKey="Maetzel, A" uniqKey="Maetzel A">A Maetzel</name>
</author>
<author>
<name sortKey="Mcgeer, A" uniqKey="Mcgeer A">A McGeer</name>
</author>
<author>
<name sortKey="Raboud, Jm" uniqKey="Raboud J">JM Raboud</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Tuite, Ar" uniqKey="Tuite A">AR Tuite</name>
</author>
<author>
<name sortKey="Greer, Al" uniqKey="Greer A">AL Greer</name>
</author>
<author>
<name sortKey="Whelan, M" uniqKey="Whelan M">M Whelan</name>
</author>
<author>
<name sortKey="Winter, Al" uniqKey="Winter A">AL Winter</name>
</author>
<author>
<name sortKey="Lee, B" uniqKey="Lee B">B Lee</name>
</author>
<author>
<name sortKey="Yan, P" uniqKey="Yan P">P Yan</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Chowell, G" uniqKey="Chowell G">G Chowell</name>
</author>
<author>
<name sortKey="Sattenspiel, L" uniqKey="Sattenspiel L">L Sattenspiel</name>
</author>
<author>
<name sortKey="Bansal, S" uniqKey="Bansal S">S Bansal</name>
</author>
<author>
<name sortKey="Viboud, C" uniqKey="Viboud C">C Viboud</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Stroud, P" uniqKey="Stroud P">P Stroud</name>
</author>
<author>
<name sortKey="Sydoriak, S" uniqKey="Sydoriak S">S Sydoriak</name>
</author>
<author>
<name sortKey="Riese, J" uniqKey="Riese J">J Riese</name>
</author>
<author>
<name sortKey="Smith, J" uniqKey="Smith J">J Smith</name>
</author>
<author>
<name sortKey="Mniszewski, S" uniqKey="Mniszewski S">S Mniszewski</name>
</author>
<author>
<name sortKey="Romero, P" uniqKey="Romero P">P Romero</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Jefferson, T" uniqKey="Jefferson T">T Jefferson</name>
</author>
<author>
<name sortKey="Demicheli, V" uniqKey="Demicheli V">V Demicheli</name>
</author>
<author>
<name sortKey="Di Pietrantonj, C" uniqKey="Di Pietrantonj C">C Di Pietrantonj</name>
</author>
<author>
<name sortKey="Rivetti, D" uniqKey="Rivetti D">D Rivetti</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Rahmandad, H" uniqKey="Rahmandad H">H Rahmandad</name>
</author>
<author>
<name sortKey="Sterman, J" uniqKey="Sterman J">J Sterman</name>
</author>
</analytic>
</biblStruct>
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<article-id pub-id-type="pmc">5470707</article-id>
<article-id pub-id-type="doi">10.1371/journal.pone.0179315</article-id>
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<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0002-3602-0842</contrib-id>
<name>
<surname>Saunders-Hastings</surname>
<given-names>Patrick</given-names>
</name>
<xref ref-type="aff" rid="aff001">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff002">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="cor001">*</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0002-1903-592X</contrib-id>
<name>
<surname>Quinn Hayes</surname>
<given-names>Bryson</given-names>
</name>
<xref ref-type="aff" rid="aff003">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Smith?</surname>
<given-names>Robert</given-names>
</name>
<xref ref-type="aff" rid="aff002">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff003">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Krewski</surname>
<given-names>Daniel</given-names>
</name>
<xref ref-type="aff" rid="aff001">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff002">
<sup>2</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff001">
<label>1</label>
<addr-line>University of Ottawa, McLaughlin Centre for Population Health Risk Assessment, 850 Peter Morand Crescent, Ottawa, Ontario, Canada</addr-line>
</aff>
<aff id="aff002">
<label>2</label>
<addr-line>University of Ottawa, School of Epidemiology, Public Health, and Preventive Medicine, Faculty of Medicine, Ottawa, ON, Canada</addr-line>
</aff>
<aff id="aff003">
<label>3</label>
<addr-line>University of Ottawa, Department of Mathematics, Ottawa, ON, Canada</addr-line>
</aff>
<contrib-group>
<contrib contrib-type="editor">
<name>
<surname>Chowell</surname>
<given-names>Gerardo</given-names>
</name>
<role>Editor</role>
<xref ref-type="aff" rid="edit1"></xref>
</contrib>
</contrib-group>
<aff id="edit1">
<addr-line>Georgia State University, UNITED STATES</addr-line>
</aff>
<author-notes>
<fn fn-type="COI-statement" id="coi001">
<p>
<bold>Competing Interests: </bold>
DK is the Chief Executive Officer of Risk Sciences International, a risk management consulting firm that has conducted research related to pandemic influenza. This does not alter our adherence to PLOS ONE policies on sharing data and materials.</p>
</fn>
<fn fn-type="con">
<p>
<list list-type="simple">
<list-item>
<p>
<bold>Conceptualization:</bold>
PSH.</p>
</list-item>
<list-item>
<p>
<bold>Data curation:</bold>
PSH BH.</p>
</list-item>
<list-item>
<p>
<bold>Formal analysis:</bold>
PSH BH.</p>
</list-item>
<list-item>
<p>
<bold>Investigation:</bold>
PSH.</p>
</list-item>
<list-item>
<p>
<bold>Methodology:</bold>
PSH BH RS?.</p>
</list-item>
<list-item>
<p>
<bold>Project administration:</bold>
PSH.</p>
</list-item>
<list-item>
<p>
<bold>Software:</bold>
BH.</p>
</list-item>
<list-item>
<p>
<bold>Supervision:</bold>
DK RS?.</p>
</list-item>
<list-item>
<p>
<bold>Validation:</bold>
PSH.</p>
</list-item>
<list-item>
<p>
<bold>Visualization:</bold>
PSH.</p>
</list-item>
<list-item>
<p>
<bold>Writing – original draft:</bold>
PSH.</p>
</list-item>
<list-item>
<p>
<bold>Writing – review & editing:</bold>
PSH BH RS? DK.</p>
</list-item>
</list>
</p>
</fn>
<corresp id="cor001">* E-mail:
<email>patrick.saundershastings@gmail.com</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>14</day>
<month>6</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>12</volume>
<issue>6</issue>
<elocation-id>e0179315</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>1</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>5</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>© 2017 Saunders-Hastings et al</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Saunders-Hastings et al</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<license-p>This is an open access article distributed under the terms of the
<ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License</ext-link>
, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:href="pone.0179315.pdf"></self-uri>
<abstract>
<sec id="sec001">
<title>Background</title>
<p>A novel influenza virus has emerged to produce a global pandemic four times in the past one hundred years, resulting in millions of infections, hospitalizations and deaths. There is substantial uncertainty about when, where and how the next influenza pandemic will occur.</p>
</sec>
<sec id="sec002">
<title>Methods</title>
<p>We developed a novel mathematical model to chart the evolution of an influenza pandemic. We estimate the likely burden of future influenza pandemics through health and economic endpoints. An important component of this is the adequacy of existing hospital-resource capacity. Using a simulated population reflective of Ottawa, Canada, we model the potential impact of a future influenza pandemic under different combinations of pharmaceutical and non-pharmaceutical interventions.</p>
</sec>
<sec id="sec003">
<title>Results</title>
<p>There was substantial variation in projected pandemic impact and outcomes across intervention scenarios. In a population of 1.2 million, the illness attack rate ranged from 8.4% (all interventions) to 54.5% (no interventions); peak acute care hospital capacity ranged from 0.2% (all interventions) to 13.8% (no interventions); peak ICU capacity ranged from 1.1% (all interventions) to 90.2% (no interventions); and mortality ranged from 11 (all interventions) to 363 deaths (no interventions). Associated estimates of economic burden ranged from CAD $115 million to over $2 billion when extended mass school closure was implemented.</p>
</sec>
<sec id="sec004">
<title>Discussion</title>
<p>Children accounted for a disproportionate number of pandemic infections, particularly in household settings. Pharmaceutical interventions effectively reduced peak and total pandemic burden without affecting timing, while non-pharmaceutical measures delayed and attenuated pandemic wave progression. The timely implementation of a layered intervention bundle appeared likely to protect hospital resource adequacy in Ottawa. The adaptable nature of this model provides value in informing pandemic preparedness policy planning in situations of uncertainty, as scenarios can be updated in real time as more data become available. However—given the inherent uncertainties of model assumptions—results should be interpreted with caution.</p>
</sec>
</abstract>
<funding-group>
<funding-statement>PSH currently holds the Queen Elizabeth II Graduate Scholarship in Science and Technology (QEII-GSST, grant number 005-709-285,
<ext-link ext-link-type="uri" xlink:href="https://www.uottawa.ca/graduatestudies/">https://www.uottawa.ca/graduatestudies/</ext-link>
students/awards/queen-elizabeth-ii-graduate-scholarships). DK is the Natural Sciences and Engineering Council of Canada Chair in Risk Science at the University of Ottawa. DK and RS? both hold an NSERC Discovery Grant (
<ext-link ext-link-type="uri" xlink:href="http://www.nserc-crsng.gc.ca/Professors-Professeurs/Grants-Subs/DGIGPPSIGP_eng.asp">http://www.nserc-crsng.gc.ca/Professors-Professeurs/Grants-Subs/DGIGPPSIGP_eng.asp</ext-link>
). DK is the Chief Executive Officer at Risk Sciences International, but no specific funding was allocated for this study. The funders identified above had no role in study design, data collection and analysis, decision to publish or preparation of the manuscript.</funding-statement>
</funding-group>
<counts>
<fig-count count="5"></fig-count>
<table-count count="14"></table-count>
<page-count count="26"></page-count>
</counts>
<custom-meta-group>
<custom-meta id="data-availability">
<meta-name>Data Availability</meta-name>
<meta-value>All relevant data are within the paper and its Supporting Information files.</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
<notes>
<title>Data Availability</title>
<p>All relevant data are within the paper and its Supporting Information files.</p>
</notes>
</front>
</pmc>
<affiliations>
<list>
<country>
<li>Canada</li>
</country>
</list>
<tree>
<country name="Canada">
<noRegion>
<name sortKey="Saunders Hastings, Patrick" sort="Saunders Hastings, Patrick" uniqKey="Saunders Hastings P" first="Patrick" last="Saunders-Hastings">Patrick Saunders-Hastings</name>
</noRegion>
<name sortKey="Krewski, Daniel" sort="Krewski, Daniel" uniqKey="Krewski D" first="Daniel" last="Krewski">Daniel Krewski</name>
<name sortKey="Krewski, Daniel" sort="Krewski, Daniel" uniqKey="Krewski D" first="Daniel" last="Krewski">Daniel Krewski</name>
<name sortKey="Quinn Hayes, Bryson" sort="Quinn Hayes, Bryson" uniqKey="Quinn Hayes B" first="Bryson" last="Quinn Hayes">Bryson Quinn Hayes</name>
<name sortKey="Saunders Hastings, Patrick" sort="Saunders Hastings, Patrick" uniqKey="Saunders Hastings P" first="Patrick" last="Saunders-Hastings">Patrick Saunders-Hastings</name>
<name sortKey="Smith, Robert" sort="Smith, Robert" uniqKey="Smith R" first="Robert" last="Smith">Robert Smith</name>
<name sortKey="Smith, Robert" sort="Smith, Robert" uniqKey="Smith R" first="Robert" last="Smith">Robert Smith</name>
</country>
</tree>
</affiliations>
</record>

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