CINXE.COM

PLOS ONE

<!DOCTYPE html> <html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en" itemscope itemtype="http://schema.org/Article" class="no-js"> <head prefix="og: http://ogp.me/ns#"> <link rel="stylesheet" href="/resource/css/site-content.css?79f248ebefa43b7800a14562e5049ab4"/> <!-- allows for extra head tags --> <!-- hello --> <link rel="stylesheet" type="text/css" href="https://fonts.googleapis.com/css?family=Open+Sans:400,400i,600"> <link media="print" rel="stylesheet" type="text/css" href="/resource/css/print.css"/> <script type="text/javascript"> var siteUrlPrefix = "/plosone/"; </script> <script src="/resource/js/vendor/modernizr-v2.7.1.js" type="text/javascript"></script> <script src="/resource/js/vendor/detectizr.min.js" type="text/javascript"></script> <link rel="shortcut icon" href="/resource/img/favicon.ico" type="image/x-icon"/> <meta http-equiv="Content-Type" content="text/html; charset=utf-8"/> <!-- DoubleClick overall ad setup script --> <script type='text/javascript'> var googletag = googletag || {}; googletag.cmd = googletag.cmd || []; (function() { var gads = document.createElement('script'); gads.async = true; gads.type = 'text/javascript'; var useSSL = 'https:' == document.location.protocol; gads.src = (useSSL ? 'https:' : 'http:') + '//www.googletagservices.com/tag/js/gpt.js'; var node = document.getElementsByTagName('script')[0]; node.parentNode.insertBefore(gads, node); })(); </script> <!-- DoubleClick ad slot setup script --> <script id="doubleClickSetupScript" type='text/javascript'> googletag.cmd.push(function() { googletag.defineSlot('/75507958/PONE_728x90_ATF', [728, 90], 'div-gpt-ad-1458247671871-0').addService(googletag.pubads()); googletag.defineSlot('/75507958/PONE_160x600_BTF', [160, 600], 'div-gpt-ad-1458247671871-1').addService(googletag.pubads()); var personalizedAds = window.plosCookieConsent && window.plosCookieConsent.hasConsented('advertising'); googletag.pubads().setRequestNonPersonalizedAds(personalizedAds ? 0 : 1); googletag.pubads().enableSingleRequest(); googletag.enableServices(); }); </script> <script type="text/javascript"> var WombatConfig = WombatConfig || {}; WombatConfig.journalKey = "PLoSONE"; WombatConfig.journalName = "PLOS ONE"; WombatConfig.figurePath = "/plosone/article/figure/image"; WombatConfig.figShareInstitutionString = "plos"; WombatConfig.doiResolverPrefix = "https://dx.plos.org/"; </script> <script type="text/javascript"> var WombatConfig = WombatConfig || {}; WombatConfig.metrics = WombatConfig.metrics || {}; WombatConfig.metrics.referenceUrl = "http://lagotto.io/plos"; WombatConfig.metrics.googleScholarUrl = "https://scholar.google.com/scholar"; WombatConfig.metrics.googleScholarCitationUrl = WombatConfig.metrics.googleScholarUrl + "?hl=en&lr=&q="; WombatConfig.metrics.crossrefUrl = "https://www.crossref.org"; </script> <script defer="defer" src="/resource/js/defer.js?13928eb59791c3cc61cf"></script><script src="/resource/js/sync.js?13928eb59791c3cc61cf"></script> <script src="/resource/js/vendor/jquery.min.js" type="text/javascript"></script> <script src="/resource/js/vendor/fastclick/lib/fastclick.js" type="text/javascript"></script> <script src="/resource/js/vendor/foundation/foundation.js" type="text/javascript"></script> <script src="/resource/js/vendor/underscore-min.js" type="text/javascript"></script> <script src="/resource/js/vendor/underscore.string.min.js" type="text/javascript"></script> <script src="/resource/js/vendor/moment.js" type="text/javascript"></script> <script src="/resource/js/vendor/jquery-ui-effects.min.js" type="text/javascript"></script> <script src="/resource/js/vendor/foundation/foundation.tooltip.js" type="text/javascript"></script> <script src="/resource/js/vendor/foundation/foundation.dropdown.js" type="text/javascript"></script> <script src="/resource/js/vendor/foundation/foundation.tab.js" type="text/javascript"></script> <script src="/resource/js/vendor/foundation/foundation.reveal.js" type="text/javascript"></script> <script src="/resource/js/vendor/foundation/foundation.slider.js" type="text/javascript"></script> <script src="/resource/js/util/utils.js" type="text/javascript"></script> <script src="/resource/js/components/toggle.js" type="text/javascript"></script> <script src="/resource/js/components/truncate_elem.js" type="text/javascript"></script> <script src="/resource/js/components/tooltip_hover.js" type="text/javascript"></script> <script src="/resource/js/vendor/jquery.dotdotdot.js" type="text/javascript"></script> <!--For Google Tag manager to be able to track site information --> <script> dataLayer = [{ 'mobileSite': 'false', 'desktopSite': 'true' }]; </script> <title>PLOS ONE</title> <!-- for lemur --> <script> $(document).ready(()=> { let lemurTitle = $('article > h1').text(); if (lemurTitle && lemurTitle != '') { $('title').text(lemurTitle + ' | ' + 'PLOS ONE'); } }); </script> </head> <body class="static plosone"> <!-- Google Tag Manager --> <noscript><iframe src="//www.googletagmanager.com/ns.html?id=GTM-TP26BH" height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript> <script> (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0], j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= '//www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f); })(window,document,'script','dataLayer','GTM-TP26BH'); </script> <noscript><iframe src="//www.googletagmanager.com/ns.html?id=GTM-MQQMGF" height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript> <script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0], j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= '//www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f); })(window,document,'script','dataLayer','GTM-MQQMGF');</script> <!-- End Google Tag Manager --> <!-- New Relic --> <script type="text/javascript"> ;window.NREUM||(NREUM={});NREUM.init={distributed_tracing:{enabled:true},privacy:{cookies_enabled:true},ajax:{deny_list:["bam.nr-data.net"]}}; window.NREUM||(NREUM={}),__nr_require=function(t,e,n){function r(n){if(!e[n]){var o=e[n]={exports:{}};t[n][0].call(o.exports,function(e){var o=t[n][1][e];return r(o||e)},o,o.exports)}return e[n].exports}if("function"==typeof __nr_require)return __nr_require;for(var o=0;o<n.length;o++)r(n[o]);return r}({1:[function(t,e,n){function r(t){try{s.console&&console.log(t)}catch(e){}}var o,i=t("ee"),a=t(32),s={};try{o=localStorage.getItem("__nr_flags").split(","),console&&"function"==typeof console.log&&(s.console=!0,o.indexOf("dev")!==-1&&(s.dev=!0),o.indexOf("nr_dev")!==-1&&(s.nrDev=!0))}catch(c){}s.nrDev&&i.on("internal-error",function(t){r(t.stack)}),s.dev&&i.on("fn-err",function(t,e,n){r(n.stack)}),s.dev&&(r("NR AGENT IN DEVELOPMENT MODE"),r("flags: "+a(s,function(t,e){return t}).join(", ")))},{}],2:[function(t,e,n){function r(t,e,n,r,s){try{l?l-=1:o(s||new UncaughtException(t,e,n),!0)}catch(f){try{i("ierr",[f,c.now(),!0])}catch(d){}}return"function"==typeof u&&u.apply(this,a(arguments))}function UncaughtException(t,e,n){this.message=t||"Uncaught error with no additional information",this.sourceURL=e,this.line=n}function o(t,e){var n=e?null:c.now();i("err",[t,n])}var i=t("handle"),a=t(33),s=t("ee"),c=t("loader"),f=t("gos"),u=window.onerror,d=!1,p="nr@seenError";if(!c.disabled){var l=0;c.features.err=!0,t(1),window.onerror=r;try{throw new Error}catch(h){"stack"in h&&(t(14),t(13),"addEventListener"in window&&t(7),c.xhrWrappable&&t(15),d=!0)}s.on("fn-start",function(t,e,n){d&&(l+=1)}),s.on("fn-err",function(t,e,n){d&&!n[p]&&(f(n,p,function(){return!0}),this.thrown=!0,o(n))}),s.on("fn-end",function(){d&&!this.thrown&&l>0&&(l-=1)}),s.on("internal-error",function(t){i("ierr",[t,c.now(),!0])})}},{}],3:[function(t,e,n){var r=t("loader");r.disabled||(r.features.ins=!0)},{}],4:[function(t,e,n){function r(){U++,L=g.hash,this[u]=y.now()}function o(){U--,g.hash!==L&&i(0,!0);var t=y.now();this[h]=~~this[h]+t-this[u],this[d]=t}function i(t,e){E.emit("newURL",[""+g,e])}function a(t,e){t.on(e,function(){this[e]=y.now()})}var s="-start",c="-end",f="-body",u="fn"+s,d="fn"+c,p="cb"+s,l="cb"+c,h="jsTime",m="fetch",v="addEventListener",w=window,g=w.location,y=t("loader");if(w[v]&&y.xhrWrappable&&!y.disabled){var x=t(11),b=t(12),E=t(9),R=t(7),O=t(14),T=t(8),P=t(15),S=t(10),M=t("ee"),N=M.get("tracer"),C=t(23);t(17),y.features.spa=!0;var L,U=0;M.on(u,r),b.on(p,r),S.on(p,r),M.on(d,o),b.on(l,o),S.on(l,o),M.buffer([u,d,"xhr-resolved"]),R.buffer([u]),O.buffer(["setTimeout"+c,"clearTimeout"+s,u]),P.buffer([u,"new-xhr","send-xhr"+s]),T.buffer([m+s,m+"-done",m+f+s,m+f+c]),E.buffer(["newURL"]),x.buffer([u]),b.buffer(["propagate",p,l,"executor-err","resolve"+s]),N.buffer([u,"no-"+u]),S.buffer(["new-jsonp","cb-start","jsonp-error","jsonp-end"]),a(T,m+s),a(T,m+"-done"),a(S,"new-jsonp"),a(S,"jsonp-end"),a(S,"cb-start"),E.on("pushState-end",i),E.on("replaceState-end",i),w[v]("hashchange",i,C(!0)),w[v]("load",i,C(!0)),w[v]("popstate",function(){i(0,U>1)},C(!0))}},{}],5:[function(t,e,n){function r(){var t=new PerformanceObserver(function(t,e){var n=t.getEntries();s(v,[n])});try{t.observe({entryTypes:["resource"]})}catch(e){}}function o(t){if(s(v,[window.performance.getEntriesByType(w)]),window.performance["c"+p])try{window.performance[h](m,o,!1)}catch(t){}else try{window.performance[h]("webkit"+m,o,!1)}catch(t){}}function i(t){}if(window.performance&&window.performance.timing&&window.performance.getEntriesByType){var a=t("ee"),s=t("handle"),c=t(14),f=t(13),u=t(6),d=t(23),p="learResourceTimings",l="addEventListener",h="removeEventListener",m="resourcetimingbufferfull",v="bstResource",w="resource",g="-start",y="-end",x="fn"+g,b="fn"+y,E="bstTimer",R="pushState",O=t("loader");if(!O.disabled){O.features.stn=!0,t(9),"addEventListener"in window&&t(7);var T=NREUM.o.EV;a.on(x,function(t,e){var n=t[0];n instanceof T&&(this.bstStart=O.now())}),a.on(b,function(t,e){var n=t[0];n instanceof T&&s("bst",[n,e,this.bstStart,O.now()])}),c.on(x,function(t,e,n){this.bstStart=O.now(),this.bstType=n}),c.on(b,function(t,e){s(E,[e,this.bstStart,O.now(),this.bstType])}),f.on(x,function(){this.bstStart=O.now()}),f.on(b,function(t,e){s(E,[e,this.bstStart,O.now(),"requestAnimationFrame"])}),a.on(R+g,function(t){this.time=O.now(),this.startPath=location.pathname+location.hash}),a.on(R+y,function(t){s("bstHist",[location.pathname+location.hash,this.startPath,this.time])}),u()?(s(v,[window.performance.getEntriesByType("resource")]),r()):l in window.performance&&(window.performance["c"+p]?window.performance[l](m,o,d(!1)):window.performance[l]("webkit"+m,o,d(!1))),document[l]("scroll",i,d(!1)),document[l]("keypress",i,d(!1)),document[l]("click",i,d(!1))}}},{}],6:[function(t,e,n){e.exports=function(){return"PerformanceObserver"in window&&"function"==typeof window.PerformanceObserver}},{}],7:[function(t,e,n){function r(t){for(var e=t;e&&!e.hasOwnProperty(u);)e=Object.getPrototypeOf(e);e&&o(e)}function o(t){s.inPlace(t,[u,d],"-",i)}function i(t,e){return t[1]}var a=t("ee").get("events"),s=t("wrap-function")(a,!0),c=t("gos"),f=XMLHttpRequest,u="addEventListener",d="removeEventListener";e.exports=a,"getPrototypeOf"in Object?(r(document),r(window),r(f.prototype)):f.prototype.hasOwnProperty(u)&&(o(window),o(f.prototype)),a.on(u+"-start",function(t,e){var n=t[1];if(null!==n&&("function"==typeof n||"object"==typeof n)){var r=c(n,"nr@wrapped",function(){function t(){if("function"==typeof n.handleEvent)return n.handleEvent.apply(n,arguments)}var e={object:t,"function":n}[typeof n];return e?s(e,"fn-",null,e.name||"anonymous"):n});this.wrapped=t[1]=r}}),a.on(d+"-start",function(t){t[1]=this.wrapped||t[1]})},{}],8:[function(t,e,n){function r(t,e,n){var r=t[e];"function"==typeof r&&(t[e]=function(){var t=i(arguments),e={};o.emit(n+"before-start",[t],e);var a;e[m]&&e[m].dt&&(a=e[m].dt);var s=r.apply(this,t);return o.emit(n+"start",[t,a],s),s.then(function(t){return o.emit(n+"end",[null,t],s),t},function(t){throw o.emit(n+"end",[t],s),t})})}var o=t("ee").get("fetch"),i=t(33),a=t(32);e.exports=o;var s=window,c="fetch-",f=c+"body-",u=["arrayBuffer","blob","json","text","formData"],d=s.Request,p=s.Response,l=s.fetch,h="prototype",m="nr@context";d&&p&&l&&(a(u,function(t,e){r(d[h],e,f),r(p[h],e,f)}),r(s,"fetch",c),o.on(c+"end",function(t,e){var n=this;if(e){var r=e.headers.get("content-length");null!==r&&(n.rxSize=r),o.emit(c+"done",[null,e],n)}else o.emit(c+"done",[t],n)}))},{}],9:[function(t,e,n){var r=t("ee").get("history"),o=t("wrap-function")(r);e.exports=r;var i=window.history&&window.history.constructor&&window.history.constructor.prototype,a=window.history;i&&i.pushState&&i.replaceState&&(a=i),o.inPlace(a,["pushState","replaceState"],"-")},{}],10:[function(t,e,n){function r(t){function e(){f.emit("jsonp-end",[],l),t.removeEventListener("load",e,c(!1)),t.removeEventListener("error",n,c(!1))}function n(){f.emit("jsonp-error",[],l),f.emit("jsonp-end",[],l),t.removeEventListener("load",e,c(!1)),t.removeEventListener("error",n,c(!1))}var r=t&&"string"==typeof t.nodeName&&"script"===t.nodeName.toLowerCase();if(r){var o="function"==typeof t.addEventListener;if(o){var a=i(t.src);if(a){var d=s(a),p="function"==typeof d.parent[d.key];if(p){var l={};u.inPlace(d.parent,[d.key],"cb-",l),t.addEventListener("load",e,c(!1)),t.addEventListener("error",n,c(!1)),f.emit("new-jsonp",[t.src],l)}}}}}function o(){return"addEventListener"in window}function i(t){var e=t.match(d);return e?e[1]:null}function a(t,e){var n=t.match(l),r=n[1],o=n[3];return o?a(o,e[r]):e[r]}function s(t){var e=t.match(p);return e&&e.length>=3?{key:e[2],parent:a(e[1],window)}:{key:t,parent:window}}var c=t(23),f=t("ee").get("jsonp"),u=t("wrap-function")(f);if(e.exports=f,o()){var d=/[?&](?:callback|cb)=([^&#]+)/,p=/(.*)\.([^.]+)/,l=/^(\w+)(\.|$)(.*)$/,h=["appendChild","insertBefore","replaceChild"];Node&&Node.prototype&&Node.prototype.appendChild?u.inPlace(Node.prototype,h,"dom-"):(u.inPlace(HTMLElement.prototype,h,"dom-"),u.inPlace(HTMLHeadElement.prototype,h,"dom-"),u.inPlace(HTMLBodyElement.prototype,h,"dom-")),f.on("dom-start",function(t){r(t[0])})}},{}],11:[function(t,e,n){var r=t("ee").get("mutation"),o=t("wrap-function")(r),i=NREUM.o.MO;e.exports=r,i&&(window.MutationObserver=function(t){return this instanceof i?new i(o(t,"fn-")):i.apply(this,arguments)},MutationObserver.prototype=i.prototype)},{}],12:[function(t,e,n){function r(t){var e=i.context(),n=s(t,"executor-",e,null,!1),r=new f(n);return i.context(r).getCtx=function(){return e},r}var o=t("wrap-function"),i=t("ee").get("promise"),a=t("ee").getOrSetContext,s=o(i),c=t(32),f=NREUM.o.PR;e.exports=i,f&&(window.Promise=r,["all","race"].forEach(function(t){var e=f[t];f[t]=function(n){function r(t){return function(){i.emit("propagate",[null,!o],a,!1,!1),o=o||!t}}var o=!1;c(n,function(e,n){Promise.resolve(n).then(r("all"===t),r(!1))});var a=e.apply(f,arguments),s=f.resolve(a);return s}}),["resolve","reject"].forEach(function(t){var e=f[t];f[t]=function(t){var n=e.apply(f,arguments);return t!==n&&i.emit("propagate",[t,!0],n,!1,!1),n}}),f.prototype["catch"]=function(t){return this.then(null,t)},f.prototype=Object.create(f.prototype,{constructor:{value:r}}),c(Object.getOwnPropertyNames(f),function(t,e){try{r[e]=f[e]}catch(n){}}),o.wrapInPlace(f.prototype,"then",function(t){return function(){var e=this,n=o.argsToArray.apply(this,arguments),r=a(e);r.promise=e,n[0]=s(n[0],"cb-",r,null,!1),n[1]=s(n[1],"cb-",r,null,!1);var c=t.apply(this,n);return r.nextPromise=c,i.emit("propagate",[e,!0],c,!1,!1),c}}),i.on("executor-start",function(t){t[0]=s(t[0],"resolve-",this,null,!1),t[1]=s(t[1],"resolve-",this,null,!1)}),i.on("executor-err",function(t,e,n){t[1](n)}),i.on("cb-end",function(t,e,n){i.emit("propagate",[n,!0],this.nextPromise,!1,!1)}),i.on("propagate",function(t,e,n){this.getCtx&&!e||(this.getCtx=function(){if(t instanceof Promise)var e=i.context(t);return e&&e.getCtx?e.getCtx():this})}),r.toString=function(){return""+f})},{}],13:[function(t,e,n){var r=t("ee").get("raf"),o=t("wrap-function")(r),i="equestAnimationFrame";e.exports=r,o.inPlace(window,["r"+i,"mozR"+i,"webkitR"+i,"msR"+i],"raf-"),r.on("raf-start",function(t){t[0]=o(t[0],"fn-")})},{}],14:[function(t,e,n){function r(t,e,n){t[0]=a(t[0],"fn-",null,n)}function o(t,e,n){this.method=n,this.timerDuration=isNaN(t[1])?0:+t[1],t[0]=a(t[0],"fn-",this,n)}var i=t("ee").get("timer"),a=t("wrap-function")(i),s="setTimeout",c="setInterval",f="clearTimeout",u="-start",d="-";e.exports=i,a.inPlace(window,[s,"setImmediate"],s+d),a.inPlace(window,[c],c+d),a.inPlace(window,[f,"clearImmediate"],f+d),i.on(c+u,r),i.on(s+u,o)},{}],15:[function(t,e,n){function r(t,e){d.inPlace(e,["onreadystatechange"],"fn-",s)}function o(){var t=this,e=u.context(t);t.readyState>3&&!e.resolved&&(e.resolved=!0,u.emit("xhr-resolved",[],t)),d.inPlace(t,y,"fn-",s)}function i(t){x.push(t),m&&(E?E.then(a):w?w(a):(R=-R,O.data=R))}function a(){for(var t=0;t<x.length;t++)r([],x[t]);x.length&&(x=[])}function s(t,e){return e}function c(t,e){for(var n in t)e[n]=t[n];return e}t(7);var f=t("ee"),u=f.get("xhr"),d=t("wrap-function")(u),p=t(23),l=NREUM.o,h=l.XHR,m=l.MO,v=l.PR,w=l.SI,g="readystatechange",y=["onload","onerror","onabort","onloadstart","onloadend","onprogress","ontimeout"],x=[];e.exports=u;var b=window.XMLHttpRequest=function(t){var e=new h(t);try{u.emit("new-xhr",[e],e),e.addEventListener(g,o,p(!1))}catch(n){try{u.emit("internal-error",[n])}catch(r){}}return e};if(c(h,b),b.prototype=h.prototype,d.inPlace(b.prototype,["open","send"],"-xhr-",s),u.on("send-xhr-start",function(t,e){r(t,e),i(e)}),u.on("open-xhr-start",r),m){var E=v&&v.resolve();if(!w&&!v){var R=1,O=document.createTextNode(R);new m(a).observe(O,{characterData:!0})}}else f.on("fn-end",function(t){t[0]&&t[0].type===g||a()})},{}],16:[function(t,e,n){function r(t){if(!s(t))return null;var e=window.NREUM;if(!e.loader_config)return null;var n=(e.loader_config.accountID||"").toString()||null,r=(e.loader_config.agentID||"").toString()||null,f=(e.loader_config.trustKey||"").toString()||null;if(!n||!r)return null;var h=l.generateSpanId(),m=l.generateTraceId(),v=Date.now(),w={spanId:h,traceId:m,timestamp:v};return(t.sameOrigin||c(t)&&p())&&(w.traceContextParentHeader=o(h,m),w.traceContextStateHeader=i(h,v,n,r,f)),(t.sameOrigin&&!u()||!t.sameOrigin&&c(t)&&d())&&(w.newrelicHeader=a(h,m,v,n,r,f)),w}function o(t,e){return"00-"+e+"-"+t+"-01"}function i(t,e,n,r,o){var i=0,a="",s=1,c="",f="";return o+"@nr="+i+"-"+s+"-"+n+"-"+r+"-"+t+"-"+a+"-"+c+"-"+f+"-"+e}function a(t,e,n,r,o,i){var a="btoa"in window&&"function"==typeof window.btoa;if(!a)return null;var s={v:[0,1],d:{ty:"Browser",ac:r,ap:o,id:t,tr:e,ti:n}};return i&&r!==i&&(s.d.tk=i),btoa(JSON.stringify(s))}function s(t){return f()&&c(t)}function c(t){var e=!1,n={};if("init"in NREUM&&"distributed_tracing"in NREUM.init&&(n=NREUM.init.distributed_tracing),t.sameOrigin)e=!0;else if(n.allowed_origins instanceof Array)for(var r=0;r<n.allowed_origins.length;r++){var o=h(n.allowed_origins[r]);if(t.hostname===o.hostname&&t.protocol===o.protocol&&t.port===o.port){e=!0;break}}return e}function f(){return"init"in NREUM&&"distributed_tracing"in NREUM.init&&!!NREUM.init.distributed_tracing.enabled}function u(){return"init"in NREUM&&"distributed_tracing"in NREUM.init&&!!NREUM.init.distributed_tracing.exclude_newrelic_header}function d(){return"init"in NREUM&&"distributed_tracing"in NREUM.init&&NREUM.init.distributed_tracing.cors_use_newrelic_header!==!1}function p(){return"init"in NREUM&&"distributed_tracing"in NREUM.init&&!!NREUM.init.distributed_tracing.cors_use_tracecontext_headers}var l=t(29),h=t(18);e.exports={generateTracePayload:r,shouldGenerateTrace:s}},{}],17:[function(t,e,n){function r(t){var e=this.params,n=this.metrics;if(!this.ended){this.ended=!0;for(var r=0;r<p;r++)t.removeEventListener(d[r],this.listener,!1);e.aborted||(n.duration=a.now()-this.startTime,this.loadCaptureCalled||4!==t.readyState?null==e.status&&(e.status=0):i(this,t),n.cbTime=this.cbTime,s("xhr",[e,n,this.startTime,this.endTime,"xhr"],this))}}function o(t,e){var n=c(e),r=t.params;r.hostname=n.hostname,r.port=n.port,r.protocol=n.protocol,r.host=n.hostname+":"+n.port,r.pathname=n.pathname,t.parsedOrigin=n,t.sameOrigin=n.sameOrigin}function i(t,e){t.params.status=e.status;var n=v(e,t.lastSize);if(n&&(t.metrics.rxSize=n),t.sameOrigin){var r=e.getResponseHeader("X-NewRelic-App-Data");r&&(t.params.cat=r.split(", ").pop())}t.loadCaptureCalled=!0}var a=t("loader");if(a.xhrWrappable&&!a.disabled){var s=t("handle"),c=t(18),f=t(16).generateTracePayload,u=t("ee"),d=["load","error","abort","timeout"],p=d.length,l=t("id"),h=t(24),m=t(22),v=t(19),w=t(23),g=NREUM.o.REQ,y=window.XMLHttpRequest;a.features.xhr=!0,t(15),t(8),u.on("new-xhr",function(t){var e=this;e.totalCbs=0,e.called=0,e.cbTime=0,e.end=r,e.ended=!1,e.xhrGuids={},e.lastSize=null,e.loadCaptureCalled=!1,e.params=this.params||{},e.metrics=this.metrics||{},t.addEventListener("load",function(n){i(e,t)},w(!1)),h&&(h>34||h<10)||t.addEventListener("progress",function(t){e.lastSize=t.loaded},w(!1))}),u.on("open-xhr-start",function(t){this.params={method:t[0]},o(this,t[1]),this.metrics={}}),u.on("open-xhr-end",function(t,e){"loader_config"in NREUM&&"xpid"in NREUM.loader_config&&this.sameOrigin&&e.setRequestHeader("X-NewRelic-ID",NREUM.loader_config.xpid);var n=f(this.parsedOrigin);if(n){var r=!1;n.newrelicHeader&&(e.setRequestHeader("newrelic",n.newrelicHeader),r=!0),n.traceContextParentHeader&&(e.setRequestHeader("traceparent",n.traceContextParentHeader),n.traceContextStateHeader&&e.setRequestHeader("tracestate",n.traceContextStateHeader),r=!0),r&&(this.dt=n)}}),u.on("send-xhr-start",function(t,e){var n=this.metrics,r=t[0],o=this;if(n&&r){var i=m(r);i&&(n.txSize=i)}this.startTime=a.now(),this.listener=function(t){try{"abort"!==t.type||o.loadCaptureCalled||(o.params.aborted=!0),("load"!==t.type||o.called===o.totalCbs&&(o.onloadCalled||"function"!=typeof e.onload))&&o.end(e)}catch(n){try{u.emit("internal-error",[n])}catch(r){}}};for(var s=0;s<p;s++)e.addEventListener(d[s],this.listener,w(!1))}),u.on("xhr-cb-time",function(t,e,n){this.cbTime+=t,e?this.onloadCalled=!0:this.called+=1,this.called!==this.totalCbs||!this.onloadCalled&&"function"==typeof n.onload||this.end(n)}),u.on("xhr-load-added",function(t,e){var n=""+l(t)+!!e;this.xhrGuids&&!this.xhrGuids[n]&&(this.xhrGuids[n]=!0,this.totalCbs+=1)}),u.on("xhr-load-removed",function(t,e){var n=""+l(t)+!!e;this.xhrGuids&&this.xhrGuids[n]&&(delete this.xhrGuids[n],this.totalCbs-=1)}),u.on("xhr-resolved",function(){this.endTime=a.now()}),u.on("addEventListener-end",function(t,e){e instanceof y&&"load"===t[0]&&u.emit("xhr-load-added",[t[1],t[2]],e)}),u.on("removeEventListener-end",function(t,e){e instanceof y&&"load"===t[0]&&u.emit("xhr-load-removed",[t[1],t[2]],e)}),u.on("fn-start",function(t,e,n){e instanceof y&&("onload"===n&&(this.onload=!0),("load"===(t[0]&&t[0].type)||this.onload)&&(this.xhrCbStart=a.now()))}),u.on("fn-end",function(t,e){this.xhrCbStart&&u.emit("xhr-cb-time",[a.now()-this.xhrCbStart,this.onload,e],e)}),u.on("fetch-before-start",function(t){function e(t,e){var n=!1;return e.newrelicHeader&&(t.set("newrelic",e.newrelicHeader),n=!0),e.traceContextParentHeader&&(t.set("traceparent",e.traceContextParentHeader),e.traceContextStateHeader&&t.set("tracestate",e.traceContextStateHeader),n=!0),n}var n,r=t[1]||{};"string"==typeof t[0]?n=t[0]:t[0]&&t[0].url?n=t[0].url:window.URL&&t[0]&&t[0]instanceof URL&&(n=t[0].href),n&&(this.parsedOrigin=c(n),this.sameOrigin=this.parsedOrigin.sameOrigin);var o=f(this.parsedOrigin);if(o&&(o.newrelicHeader||o.traceContextParentHeader))if("string"==typeof t[0]||window.URL&&t[0]&&t[0]instanceof URL){var i={};for(var a in r)i[a]=r[a];i.headers=new Headers(r.headers||{}),e(i.headers,o)&&(this.dt=o),t.length>1?t[1]=i:t.push(i)}else t[0]&&t[0].headers&&e(t[0].headers,o)&&(this.dt=o)}),u.on("fetch-start",function(t,e){this.params={},this.metrics={},this.startTime=a.now(),this.dt=e,t.length>=1&&(this.target=t[0]),t.length>=2&&(this.opts=t[1]);var n,r=this.opts||{},i=this.target;"string"==typeof i?n=i:"object"==typeof i&&i instanceof g?n=i.url:window.URL&&"object"==typeof i&&i instanceof URL&&(n=i.href),o(this,n);var s=(""+(i&&i instanceof g&&i.method||r.method||"GET")).toUpperCase();this.params.method=s,this.txSize=m(r.body)||0}),u.on("fetch-done",function(t,e){this.endTime=a.now(),this.params||(this.params={}),this.params.status=e?e.status:0;var n;"string"==typeof this.rxSize&&this.rxSize.length>0&&(n=+this.rxSize);var r={txSize:this.txSize,rxSize:n,duration:a.now()-this.startTime};s("xhr",[this.params,r,this.startTime,this.endTime,"fetch"],this)})}},{}],18:[function(t,e,n){var r={};e.exports=function(t){if(t in r)return r[t];var e=document.createElement("a"),n=window.location,o={};e.href=t,o.port=e.port;var i=e.href.split("://");!o.port&&i[1]&&(o.port=i[1].split("/")[0].split("@").pop().split(":")[1]),o.port&&"0"!==o.port||(o.port="https"===i[0]?"443":"80"),o.hostname=e.hostname||n.hostname,o.pathname=e.pathname,o.protocol=i[0],"/"!==o.pathname.charAt(0)&&(o.pathname="/"+o.pathname);var a=!e.protocol||":"===e.protocol||e.protocol===n.protocol,s=e.hostname===document.domain&&e.port===n.port;return o.sameOrigin=a&&(!e.hostname||s),"/"===o.pathname&&(r[t]=o),o}},{}],19:[function(t,e,n){function r(t,e){var n=t.responseType;return"json"===n&&null!==e?e:"arraybuffer"===n||"blob"===n||"json"===n?o(t.response):"text"===n||""===n||void 0===n?o(t.responseText):void 0}var o=t(22);e.exports=r},{}],20:[function(t,e,n){function r(){}function o(t,e,n,r){return function(){return u.recordSupportability("API/"+e+"/called"),i(t+e,[f.now()].concat(s(arguments)),n?null:this,r),n?void 0:this}}var i=t("handle"),a=t(32),s=t(33),c=t("ee").get("tracer"),f=t("loader"),u=t(25),d=NREUM;"undefined"==typeof window.newrelic&&(newrelic=d);var p=["setPageViewName","setCustomAttribute","setErrorHandler","finished","addToTrace","inlineHit","addRelease"],l="api-",h=l+"ixn-";a(p,function(t,e){d[e]=o(l,e,!0,"api")}),d.addPageAction=o(l,"addPageAction",!0),d.setCurrentRouteName=o(l,"routeName",!0),e.exports=newrelic,d.interaction=function(){return(new r).get()};var m=r.prototype={createTracer:function(t,e){var n={},r=this,o="function"==typeof e;return i(h+"tracer",[f.now(),t,n],r),function(){if(c.emit((o?"":"no-")+"fn-start",[f.now(),r,o],n),o)try{return e.apply(this,arguments)}catch(t){throw c.emit("fn-err",[arguments,this,t],n),t}finally{c.emit("fn-end",[f.now()],n)}}}};a("actionText,setName,setAttribute,save,ignore,onEnd,getContext,end,get".split(","),function(t,e){m[e]=o(h,e)}),newrelic.noticeError=function(t,e){"string"==typeof t&&(t=new Error(t)),u.recordSupportability("API/noticeError/called"),i("err",[t,f.now(),!1,e])}},{}],21:[function(t,e,n){function r(t){if(NREUM.init){for(var e=NREUM.init,n=t.split("."),r=0;r<n.length-1;r++)if(e=e[n[r]],"object"!=typeof e)return;return e=e[n[n.length-1]]}}e.exports={getConfiguration:r}},{}],22:[function(t,e,n){e.exports=function(t){if("string"==typeof t&&t.length)return t.length;if("object"==typeof t){if("undefined"!=typeof ArrayBuffer&&t instanceof ArrayBuffer&&t.byteLength)return t.byteLength;if("undefined"!=typeof Blob&&t instanceof Blob&&t.size)return t.size;if(!("undefined"!=typeof FormData&&t instanceof FormData))try{return JSON.stringify(t).length}catch(e){return}}}},{}],23:[function(t,e,n){var r=!1;try{var o=Object.defineProperty({},"passive",{get:function(){r=!0}});window.addEventListener("testPassive",null,o),window.removeEventListener("testPassive",null,o)}catch(i){}e.exports=function(t){return r?{passive:!0,capture:!!t}:!!t}},{}],24:[function(t,e,n){var r=0,o=navigator.userAgent.match(/Firefox[\/\s](\d+\.\d+)/);o&&(r=+o[1]),e.exports=r},{}],25:[function(t,e,n){function r(t,e){var n=[a,t,{name:t},e];return i("storeMetric",n,null,"api"),n}function o(t,e){var n=[s,t,{name:t},e];return i("storeEventMetrics",n,null,"api"),n}var i=t("handle"),a="sm",s="cm";e.exports={constants:{SUPPORTABILITY_METRIC:a,CUSTOM_METRIC:s},recordSupportability:r,recordCustom:o}},{}],26:[function(t,e,n){function r(){return s.exists&&performance.now?Math.round(performance.now()):(i=Math.max((new Date).getTime(),i))-a}function o(){return i}var i=(new Date).getTime(),a=i,s=t(34);e.exports=r,e.exports.offset=a,e.exports.getLastTimestamp=o},{}],27:[function(t,e,n){function r(t){return!(!t||!t.protocol||"file:"===t.protocol)}e.exports=r},{}],28:[function(t,e,n){function r(t,e){var n=t.getEntries();n.forEach(function(t){"first-paint"===t.name?p("timing",["fp",Math.floor(t.startTime)]):"first-contentful-paint"===t.name&&p("timing",["fcp",Math.floor(t.startTime)])})}function o(t,e){var n=t.getEntries();if(n.length>0){var r=n[n.length-1];if(c&&c<r.startTime)return;p("lcp",[r])}}function i(t){t.getEntries().forEach(function(t){t.hadRecentInput||p("cls",[t])})}function a(t){if(t instanceof v&&!g){var e=Math.round(t.timeStamp),n={type:t.type};e<=l.now()?n.fid=l.now()-e:e>l.offset&&e<=Date.now()?(e-=l.offset,n.fid=l.now()-e):e=l.now(),g=!0,p("timing",["fi",e,n])}}function s(t){"hidden"===t&&(c=l.now(),p("pageHide",[c]))}if(!("init"in NREUM&&"page_view_timing"in NREUM.init&&"enabled"in NREUM.init.page_view_timing&&NREUM.init.page_view_timing.enabled===!1)){var c,f,u,d,p=t("handle"),l=t("loader"),h=t(31),m=t(23),v=NREUM.o.EV;if("PerformanceObserver"in window&&"function"==typeof window.PerformanceObserver){f=new PerformanceObserver(r);try{f.observe({entryTypes:["paint"]})}catch(w){}u=new PerformanceObserver(o);try{u.observe({entryTypes:["largest-contentful-paint"]})}catch(w){}d=new PerformanceObserver(i);try{d.observe({type:"layout-shift",buffered:!0})}catch(w){}}if("addEventListener"in document){var g=!1,y=["click","keydown","mousedown","pointerdown","touchstart"];y.forEach(function(t){document.addEventListener(t,a,m(!1))})}h(s)}},{}],29:[function(t,e,n){function r(){function t(){return e?15&e[n++]:16*Math.random()|0}var e=null,n=0,r=window.crypto||window.msCrypto;r&&r.getRandomValues&&(e=r.getRandomValues(new Uint8Array(31)));for(var o,i="xxxxxxxx-xxxx-4xxx-yxxx-xxxxxxxxxxxx",a="",s=0;s<i.length;s++)o=i[s],"x"===o?a+=t().toString(16):"y"===o?(o=3&t()|8,a+=o.toString(16)):a+=o;return a}function o(){return a(16)}function i(){return a(32)}function a(t){function e(){return n?15&n[r++]:16*Math.random()|0}var n=null,r=0,o=window.crypto||window.msCrypto;o&&o.getRandomValues&&Uint8Array&&(n=o.getRandomValues(new Uint8Array(31)));for(var i=[],a=0;a<t;a++)i.push(e().toString(16));return i.join("")}e.exports={generateUuid:r,generateSpanId:o,generateTraceId:i}},{}],30:[function(t,e,n){function r(t,e){if(!o)return!1;if(t!==o)return!1;if(!e)return!0;if(!i)return!1;for(var n=i.split("."),r=e.split("."),a=0;a<r.length;a++)if(r[a]!==n[a])return!1;return!0}var o=null,i=null,a=/Version\/(\S+)\s+Safari/;if(navigator.userAgent){var s=navigator.userAgent,c=s.match(a);c&&s.indexOf("Chrome")===-1&&s.indexOf("Chromium")===-1&&(o="Safari",i=c[1])}e.exports={agent:o,version:i,match:r}},{}],31:[function(t,e,n){function r(t){function e(){t(s&&document[s]?document[s]:document[i]?"hidden":"visible")}"addEventListener"in document&&a&&document.addEventListener(a,e,o(!1))}var o=t(23);e.exports=r;var i,a,s;"undefined"!=typeof document.hidden?(i="hidden",a="visibilitychange",s="visibilityState"):"undefined"!=typeof document.msHidden?(i="msHidden",a="msvisibilitychange"):"undefined"!=typeof document.webkitHidden&&(i="webkitHidden",a="webkitvisibilitychange",s="webkitVisibilityState")},{}],32:[function(t,e,n){function r(t,e){var n=[],r="",i=0;for(r in t)o.call(t,r)&&(n[i]=e(r,t[r]),i+=1);return n}var o=Object.prototype.hasOwnProperty;e.exports=r},{}],33:[function(t,e,n){function r(t,e,n){e||(e=0),"undefined"==typeof n&&(n=t?t.length:0);for(var r=-1,o=n-e||0,i=Array(o<0?0:o);++r<o;)i[r]=t[e+r];return i}e.exports=r},{}],34:[function(t,e,n){e.exports={exists:"undefined"!=typeof window.performance&&window.performance.timing&&"undefined"!=typeof window.performance.timing.navigationStart}},{}],ee:[function(t,e,n){function r(){}function o(t){function e(t){return t&&t instanceof r?t:t?f(t,c,a):a()}function n(n,r,o,i,a){if(a!==!1&&(a=!0),!l.aborted||i){t&&a&&t(n,r,o);for(var s=e(o),c=m(n),f=c.length,u=0;u<f;u++)c[u].apply(s,r);var p=d[y[n]];return p&&p.push([x,n,r,s]),s}}function i(t,e){g[t]=m(t).concat(e)}function h(t,e){var n=g[t];if(n)for(var r=0;r<n.length;r++)n[r]===e&&n.splice(r,1)}function m(t){return g[t]||[]}function v(t){return p[t]=p[t]||o(n)}function w(t,e){l.aborted||u(t,function(t,n){e=e||"feature",y[n]=e,e in d||(d[e]=[])})}var g={},y={},x={on:i,addEventListener:i,removeEventListener:h,emit:n,get:v,listeners:m,context:e,buffer:w,abort:s,aborted:!1};return x}function i(t){return f(t,c,a)}function a(){return new r}function s(){(d.api||d.feature)&&(l.aborted=!0,d=l.backlog={})}var c="nr@context",f=t("gos"),u=t(32),d={},p={},l=e.exports=o();e.exports.getOrSetContext=i,l.backlog=d},{}],gos:[function(t,e,n){function r(t,e,n){if(o.call(t,e))return t[e];var r=n();if(Object.defineProperty&&Object.keys)try{return Object.defineProperty(t,e,{value:r,writable:!0,enumerable:!1}),r}catch(i){}return t[e]=r,r}var o=Object.prototype.hasOwnProperty;e.exports=r},{}],handle:[function(t,e,n){function r(t,e,n,r){o.buffer([t],r),o.emit(t,e,n)}var o=t("ee").get("handle");e.exports=r,r.ee=o},{}],id:[function(t,e,n){function r(t){var e=typeof t;return!t||"object"!==e&&"function"!==e?-1:t===window?0:a(t,i,function(){return o++})}var o=1,i="nr@id",a=t("gos");e.exports=r},{}],loader:[function(t,e,n){function r(){if(!P++){var t=T.info=NREUM.info,e=v.getElementsByTagName("script")[0];if(setTimeout(f.abort,3e4),!(t&&t.licenseKey&&t.applicationID&&e))return f.abort();c(R,function(e,n){t[e]||(t[e]=n)});var n=a();s("mark",["onload",n+T.offset],null,"api"),s("timing",["load",n]);var r=v.createElement("script");0===t.agent.indexOf("http://")||0===t.agent.indexOf("https://")?r.src=t.agent:r.src=h+"://"+t.agent,e.parentNode.insertBefore(r,e)}}function o(){"complete"===v.readyState&&i()}function i(){s("mark",["domContent",a()+T.offset],null,"api")}var a=t(26),s=t("handle"),c=t(32),f=t("ee"),u=t(30),d=t(27),p=t(21),l=t(23),h=p.getConfiguration("ssl")===!1?"http":"https",m=window,v=m.document,w="addEventListener",g="attachEvent",y=m.XMLHttpRequest,x=y&&y.prototype,b=!d(m.location);NREUM.o={ST:setTimeout,SI:m.setImmediate,CT:clearTimeout,XHR:y,REQ:m.Request,EV:m.Event,PR:m.Promise,MO:m.MutationObserver};var E=""+location,R={beacon:"bam.nr-data.net",errorBeacon:"bam.nr-data.net",agent:"js-agent.newrelic.com/nr-spa-1212.min.js"},O=y&&x&&x[w]&&!/CriOS/.test(navigator.userAgent),T=e.exports={offset:a.getLastTimestamp(),now:a,origin:E,features:{},xhrWrappable:O,userAgent:u,disabled:b};if(!b){t(20),t(28),v[w]?(v[w]("DOMContentLoaded",i,l(!1)),m[w]("load",r,l(!1))):(v[g]("onreadystatechange",o),m[g]("onload",r)),s("mark",["firstbyte",a.getLastTimestamp()],null,"api");var P=0}},{}],"wrap-function":[function(t,e,n){function r(t,e){function n(e,n,r,c,f){function nrWrapper(){var i,a,u,p;try{a=this,i=d(arguments),u="function"==typeof r?r(i,a):r||{}}catch(l){o([l,"",[i,a,c],u],t)}s(n+"start",[i,a,c],u,f);try{return p=e.apply(a,i)}catch(h){throw s(n+"err",[i,a,h],u,f),h}finally{s(n+"end",[i,a,p],u,f)}}return a(e)?e:(n||(n=""),nrWrapper[p]=e,i(e,nrWrapper,t),nrWrapper)}function r(t,e,r,o,i){r||(r="");var s,c,f,u="-"===r.charAt(0);for(f=0;f<e.length;f++)c=e[f],s=t[c],a(s)||(t[c]=n(s,u?c+r:r,o,c,i))}function s(n,r,i,a){if(!h||e){var s=h;h=!0;try{t.emit(n,r,i,e,a)}catch(c){o([c,n,r,i],t)}h=s}}return t||(t=u),n.inPlace=r,n.flag=p,n}function o(t,e){e||(e=u);try{e.emit("internal-error",t)}catch(n){}}function i(t,e,n){if(Object.defineProperty&&Object.keys)try{var r=Object.keys(t);return r.forEach(function(n){Object.defineProperty(e,n,{get:function(){return t[n]},set:function(e){return t[n]=e,e}})}),e}catch(i){o([i],n)}for(var a in t)l.call(t,a)&&(e[a]=t[a]);return e}function a(t){return!(t&&t instanceof Function&&t.apply&&!t[p])}function s(t,e){var n=e(t);return n[p]=t,i(t,n,u),n}function c(t,e,n){var r=t[e];t[e]=s(r,n)}function f(){for(var t=arguments.length,e=new Array(t),n=0;n<t;++n)e[n]=arguments[n];return e}var u=t("ee"),d=t(33),p="nr@original",l=Object.prototype.hasOwnProperty,h=!1;e.exports=r,e.exports.wrapFunction=s,e.exports.wrapInPlace=c,e.exports.argsToArray=f},{}]},{},["loader",2,17,5,3,4]); ;NREUM.loader_config={accountID:"804283",trustKey:"804283",agentID:"402703674",licenseKey:"cf99e8d2a3",applicationID:"402703674"} ;NREUM.info={beacon:"bam.nr-data.net",errorBeacon:"bam.nr-data.net",licenseKey:"cf99e8d2a3", // Modified this value from the generated script, to pass prod vs dev applicationID: window.location.hostname.includes('journals.plos.org') ? "402703674" : "402694889", sa:1} </script> <!-- End New Relic --> <header> <div id="topslot" class="head-top"> <a id="skip-to-content" tabindex="0" class="button" href="#main-content"> Skip to main content </a> <div class="center"> <div class="title">Advertisement</div> <!-- DoubleClick Ad Zone --> <div class='advertisement' id='div-gpt-ad-1458247671871-0' style='width:728px; height:90px;'> <script type='text/javascript'> googletag.cmd.push(function() { googletag.display('div-gpt-ad-1458247671871-0'); }); </script> </div> </div> </div> <div id="user" class="nav" data-user-management-url="https://community.plos.org"> </div> <div id="pagehdr"> <nav class="nav-main"> <h1 class="logo"> <a href="/plosone/.">PLOS ONE</a> </h1> <section class="top-bar-section"> <ul class="nav-elements"> <li class="multi-col-parent menu-section-header has-dropdown" id="publish"> Publish <div class="dropdown mega "> <ul class="multi-col" id="publish-dropdown-list"> <li class="menu-section-header " id="submissions"> <span class="menu-section-header-title"> Submissions </span> <ul class="menu-section " id="submissions-dropdown-list"> <li> <a href="/plosone/s/getting-started" >Getting Started</a> </li> <li> <a href="/plosone/s/submission-guidelines" >Submission Guidelines</a> </li> <li> <a href="/plosone/s/figures" >Figures</a> </li> <li> <a href="/plosone/s/tables" >Tables</a> </li> <li> <a href="/plosone/s/supporting-information" >Supporting Information</a> </li> <li> <a href="/plosone/s/latex" >LaTeX</a> </li> <li> <a href="/plosone/s/what-we-publish" >What We Publish</a> </li> <li> <a href="/plosone/s/preprints" >Preprints</a> </li> <li> <a href="/plosone/s/revising-your-manuscript" >Revising Your Manuscript</a> </li> <li> <a href="/plosone/s/submit-now" >Submit Now</a> </li> <li> <a href="https://collections.plos.org/s/calls-for-papers" >Calls for Papers</a> </li> </ul> </li> <li class="menu-section-header " id="policies"> <span class="menu-section-header-title"> Policies </span> <ul class="menu-section " id="policies-dropdown-list"> <li> <a href="/plosone/s/best-practices-in-research-reporting" >Best Practices in Research Reporting</a> </li> <li> <a href="/plosone/s/human-subjects-research" >Human Subjects Research</a> </li> <li> <a href="/plosone/s/animal-research" >Animal Research</a> </li> <li> <a href="/plosone/s/competing-interests" >Competing Interests</a> </li> <li> <a href="/plosone/s/disclosure-of-funding-sources" >Disclosure of Funding Sources</a> </li> <li> <a href="/plosone/s/licenses-and-copyright" >Licenses and Copyright</a> </li> <li> <a href="/plosone/s/data-availability" >Data Availability</a> </li> <li> <a href="/plosone/s/complementary-research" >Complementary Research</a> </li> <li> <a href="/plosone/s/materials-software-and-code-sharing" >Materials, Software and Code Sharing</a> </li> <li> <a href="/plosone/s/ethical-publishing-practice" >Ethical Publishing Practice</a> </li> <li> <a href="/plosone/s/authorship" >Authorship</a> </li> <li> <a href="/plosone/s/corrections-expressions-of-concern-and-retractions" >Corrections, Expressions of Concern, and Retractions</a> </li> </ul> </li> <li class="menu-section-header " id="manuscript-review-and-publication"> <span class="menu-section-header-title"> Manuscript Review and Publication </span> <ul class="menu-section " id="manuscript-review-and-publication-dropdown-list"> <li> <a href="/plosone/s/criteria-for-publication" >Criteria for Publication</a> </li> <li> <a href="/plosone/s/editorial-and-peer-review-process" >Editorial and Peer Review Process</a> </li> <li> <a href="https://plos.org/resources/editor-center" >Editor Center</a> </li> <li> <a href="/plosone/s/resources-for-editors" >Resources for Editors</a> </li> <li> <a href="/plosone/s/reviewer-guidelines" >Guidelines for Reviewers</a> </li> <li> <a href="/plosone/s/accepted-manuscripts" >Accepted Manuscripts</a> </li> <li> <a href="/plosone/s/comments" >Comments</a> </li> </ul> </li> </ul> <div class="calloutcontainer"> <h3 class="callout-headline">Submit Your Manuscript</h3> <div class="action-contain"> <p class="callout-content"> Discover a faster, simpler path to publishing in a high-quality journal. <em>PLOS ONE</em> promises fair, rigorous peer review, broad scope, and wide readership – a perfect fit for your research every time. </p> <p class="button-contain special"> <a class="button button-default" href="/plosone/static/publish"> Learn More </a> <a class="button-link" href="https://www.editorialmanager.com/pone/default.asp"> Submit Now </a> </p> </div> <!-- opens in siteMenuCalloutDescription --> </div> </div> </li> <li class="menu-section-header has-dropdown " id="about"> <span class="menu-section-header-title"> About </span> <ul class="menu-section dropdown " id="about-dropdown-list"> <li> <a href="/plosone/static/publish" >Why Publish with PLOS ONE</a> </li> <li> <a href="/plosone/s/journal-information" >Journal Information</a> </li> <li> <a href="/plosone/s/staff-editors" >Staff Editors</a> </li> <li> <a href="/plosone/static/editorial-board" >Editorial Board</a> </li> <li> <a href="/plosone/s/section-editors" >Section Editors</a> </li> <li> <a href="/plosone/s/advisory-groups" >Advisory Groups</a> </li> <li> <a href="/plosone/s/find-and-read-articles" >Find and Read Articles</a> </li> <li> <a href="/plosone/s/publishing-information" >Publishing Information</a> </li> <li> <a href="https://plos.org/publication-fees" >Publication Fees</a> </li> <li> <a href="https://plos.org/press-and-media" >Press and Media</a> </li> <li> <a href="/plosone/s/contact" >Contact</a> </li> </ul> </li> <li data-js-tooltip-hover="trigger" class="subject-area menu-section-header"> Browse </li> <script src="/resource/js/vendor/jquery.hoverIntent.js" type="text/javascript"></script> <script src="/resource/js/components/menu_drop.js" type="text/javascript"></script> <script src="/resource/js/components/hover_delay.js" type="text/javascript"></script> <li id="navsearch" class="head-search"> <form name="searchForm" action="/plosone/search" method="get"> <fieldset> <legend>Search</legend> <label for="search">Search</label> <div class="search-contain"> <input id="search" type="text" name="q" placeholder="SEARCH" required/> <button id="headerSearchButton" type="submit" aria-label="Submit search"> <i title="Submit search" class="search-icon"></i> </button> </div> </fieldset> <input type="hidden" name="filterJournals" value="PLoSONE"/> </form> <a id="advSearch" href="/plosone/search"> advanced search </a> <script src="/resource/js/components/placeholder_style.js" type="text/javascript"></script> </li> </ul> </section> </nav> </div> </header> <section id="taxonomyContainer"> <script src="/resource/js/taxonomy-browser.js" type="text/javascript"></script> <div id="taxonomy-browser" class="areas" data-search-url="/plosone/browse"> <div class="wrapper"> <div class="taxonomy-header"> Browse Subject Areas <div id="subjInfo">?</div> <div id="subjInfoText"> <p>Click through the PLOS taxonomy to find articles in your field.</p> <p>For more information about PLOS Subject Areas, click <a href="https://github.com/PLOS/plos-thesaurus/blob/master/README.md" target="_blank" title="Link opens in new window">here</a>. </p> </div> </div> <div class="levels"> <div class="levels-container cf"> <div class="levels-position"></div> </div> <a href="#" class="prev"></a> <a href="#" class="next active"></a> </div> </div> <div class="taxonomy-browser-border-bottom"></div> </div> </section> <main id="main-content"> <div class="lemur-content two-column"> <nav class="site-content-nav"> <ul class="nav-page"> <li data-anchor="loc-read-journal-policies" name="loc-read-journal-policies"><a href="#loc-read-journal-policies"> ✔ Read journal policies </a></li> <li data-anchor="loc-prepare-funding-and-competing-statements" name="loc-prepare-funding-and-competing-statements"><a href="#loc-prepare-funding-and-competing-statements"> ✔ Prepare funding&nbsp;and competing statements </a></li> <li data-anchor="loc-prepare-your-data" name="loc-prepare-your-data"><a href="#loc-prepare-your-data"> ✔ Prepare your data </a></li> <li data-anchor="loc-confirm-the-author-list" name="loc-confirm-the-author-list"><a href="#loc-confirm-the-author-list"> ✔ Confirm the author list </a></li> <li data-anchor="loc-check-that-your-study-follows-appropriate-reporting-guidelines" name="loc-check-that-your-study-follows-appropriate-reporting-guidelines"><a href="#loc-check-that-your-study-follows-appropriate-reporting-guidelines"> ✔ Check that&nbsp;your study follows appropriate reporting guidelines </a></li> <li data-anchor="loc-read-the-license-agreement" name="loc-read-the-license-agreement"><a href="#loc-read-the-license-agreement"> ✔ Read the license agreement </a></li> <li data-anchor="loc-prepare-funding-and-competing-statements" name="loc-prepare-funding-and-competing-statements"><a href="#loc-prepare-funding-and-competing-statements"> ✔ Prepare funding&nbsp;and competing statements </a></li> <li data-anchor="loc-consider-posting-a-preprint" name="loc-consider-posting-a-preprint"><a href="#loc-consider-posting-a-preprint"> ✔ Consider posting a preprint </a></li> <li data-anchor="loc-access-the-submission-system" name="loc-access-the-submission-system"><a href="#loc-access-the-submission-system"> ✔ Access the submission system </a></li> </ul> </nav> <article> <h1>Getting Started</h1> <div data-section-id="2554"> <div class="block-more-information"> <strong>We offer format-free initial submission</strong> <br> <br><em><i>PLOS ONE</i>&nbsp;</em>waives all formatting requirements until your manuscript has received a provisional Editorial Accept decision. </div> </div> <div data-section-id="190"> <div class="block-important"> Review the quick checklist below to begin preparing your submission. <br> <br> This will help ensure that your submission is complete and&nbsp;gets handled as quickly as possible.&nbsp; </div> </div> <div data-section-id="451"> <h2>✔ Make sure your manuscript is a good fit for <em>PLOS O</em><em>NE</em></h2> <p style="margin-left: 22px;">Read the <a href="/plosone/s/criteria-for-publication">criteria for publication</a> and <a data-parent-id="1" href="/plosone/s/journal-information#loc-scope">journal scope</a> for information on what we publish.</p> <p style="margin-left: 22px;"><em>PLOS ONE</em> does not consider presubmission inquiries.&nbsp;</p> </div> <div data-section-id="890"> <h2>✔ Identify potential editors</h2> <p style="margin-left: 22px;"><a href="http://journals.plos.org/plosone/static/editorial-board">See the list of Editorial Board members</a>&nbsp;to identify those who might be a good match for your research. You will enter this information in the submission form.&nbsp;</p> </div> <div data-section-id="456"> <h2><a id="loc-read-journal-policies" name="loc-read-journal-policies" data-anchor-id="8214"></a>✔ Read journal policies</h2> <p style="margin-left: 22px;"><a href="/plosone/s/editorial-and-publishing-policies">Review the editorial and publishing policies</a> to understand the requirements that apply to your submission.</p> </div> <div data-section-id="2428"> <h2><a id="loc-prepare-funding-and-competing-statements" name="loc-prepare-funding-and-competing-statements" data-anchor-id="8215"></a>✔ Prepare funding&nbsp;and competing statements</h2> <p style="margin-left: 22px;">Read our policies on <a href="/plosone/s/disclosure-of-funding-sources">disclosure of funding sources</a>&nbsp;and <a href="/plosone/s/competing-interests">competing interests</a>.</p> </div> <div data-section-id="457"> <h2><a id="loc-prepare-your-data" name="loc-prepare-your-data" data-anchor-id="8216"></a>✔ Prepare your data</h2> <p style="margin-left: 22px;">Remember to deposit your data in an appropriate data repository, or format and submit it as Supporting Information. Be ready to provide a Data Availability Statement.&nbsp;<a href="/plosone/s/data-availability">Read our policy on&nbsp;data availability</a>.</p> </div> <div data-section-id="458"> <h2><a id="loc-confirm-the-author-list" name="loc-confirm-the-author-list" data-anchor-id="8217"></a>✔ Confirm the author list</h2> <p style="margin-left: 22px;">Do you have the following information for all authors listed on the manuscript?</p> <ul style="margin-left: 40px;"> <li>Full names, including initials if used</li> <li>Affiliations</li> <li>Email address</li> <li>Any potential competing interests</li> <li>Funding information</li> <li>Author contributions</li> <li>Order of authors</li> </ul> <p style="margin-left: 22px;">Make sure the corresponding author has an ORCID iD and all authors are aware of the submission.&nbsp;<a data-parent-id="undefined" style="font-family: inherit; font-size: 0.8125rem;" href="/plosone/s/authorship">Read more about preparing the author list</a>.</p> </div> <div data-section-id="1643"> <div class="block-basic"> <p><img alt="" style="margin-bottom:0px" src="/plosone/indirect/412b0614f82e46a724eb9b542a07f0d0d98d70e1817126925ab1cb5326765858">&nbsp; Refer to our sample files to check that your submission meets our formatting requirements:</p> <ul style="margin-left: 40px;"> <li><a href="/plosone/s/file?id=ba62/PLOSOne_formatting_sample_title_authors_affiliations.pdf">Download sample title, author list, and affiliations page (PDF)</a></li> <li><a href="/plosone/s/file?id=wjVg/PLOSOne_formatting_sample_main_body.pdf">Download sample manuscript body (PDF)</a></li> </ul> </div> </div> <div data-section-id="460"> <h2><a id="loc-check-that-your-study-follows-appropriate-reporting-guidelines" name="loc-check-that-your-study-follows-appropriate-reporting-guidelines" data-anchor-id="8219"></a>✔ Check that&nbsp;your study follows appropriate reporting guidelines</h2> <p style="margin-left: 22px;">Read more about <a data-parent-id="14" href="/plosone/s/best-practices-in-research-reporting#loc-reporting-guidelines-for-specific-study-types">recommended reporting guidelines for different study types</a>.</p> </div> <div data-section-id="463"> <h2><a id="loc-read-the-license-agreement" name="loc-read-the-license-agreement" data-anchor-id="8220"></a>✔ Read the license agreement</h2> <p style="margin-left: 22px;">PLOS applies the Creative Commons Attribution (CC BY) license to works we publish. Under this license, authors agree to make articles legally available for reuse, without permission or fees, for virtually any purpose. Anyone may copy, distribute, or reuse these articles, as long as the author and original source are properly cited.</p> <p style="margin-left: 22px;">You must be prepared to sign the license agreement on behalf of all the authors.&nbsp;<a href="/plosone/s/licenses-and-copyright">Read our licenses and copyright policy</a>.&nbsp;</p> </div> <div data-section-id="461"> <h2><a id="loc-prepare-funding-and-competing-statements" name="loc-prepare-funding-and-competing-statements" data-anchor-id="8221"></a>✔ Prepare funding&nbsp;and competing statements</h2> <p style="margin-left: 22px;">Read our policies on <a href="/plosone/s/disclosure-of-funding-sources">disclosure of funding sources</a>&nbsp;and <a href="/plosone/s/competing-interests">competing interests</a>.</p> </div> <div data-section-id="2080"> <h2><a data-anchor-id="8222" id="loc-consider-posting-a-preprint" name="loc-consider-posting-a-preprint"></a>✔ Consider posting a preprint</h2> <p style="margin-left: 22px;">PLOS encourages authors to post preprints as a way to accelerate the dissemination of research. Authors of manuscripts in the life and health sciences can take advantage of our partnerships with bioRxiv and medRxiv to post a preprint as part of the PLOS submission process. Alternatively, authors can provide the DOI for a previously posted preprint at the repository of their choice.</p> <div class="block-more-information"> <a href="https://www.plos.org/preprints">Read more about preprints</a>. <br> <br><a data-parent-id="undefined" href="/plosone/s/preprints">Learn how to post a preprint to bioRxiv or medRxiv at <i>PLOS ONE</i>​.</a> </div> </div> <div data-section-id="858"> <h2><a data-anchor-id="8223" id="loc-access-the-submission-system" name="loc-access-the-submission-system"></a>✔ Access the submission system</h2> </div> <div data-section-id="860"> <p style="margin-left: 22px;">Submit new manuscripts&nbsp;in the&nbsp;<a href="https://www.editorialmanager.com/pone">online submission system</a>.</p> </div> <div data-section-id="859"> <p style="margin-left: 22px;">If you are a new user, click Register Now&nbsp;to create an account. If you are having trouble accessing an existing account, click Login Help&nbsp;or <a href="mailto:plosone@plos.org">email the journal</a>.&nbsp;</p> </div> </article> </div><script defer src="/resource/js/components/scroll.js" type="text/javascript"></script> <script defer src="/resource/js/components/floating_nav.js" type="text/javascript"></script> <script defer src="/resource/js/pages/site_content.js" type="text/javascript"></script> </main> <footer id="pageftr"> <div class="row"> <div class="block x-small"> <ul class="nav nav-secondary"> <li class="ftr-header"><a href="https://plos.org/publications/journals/">Publications</a></li> <li><a href="/plosbiology/" id="ftr-bio">PLOS Biology</a></li> <li><a href="/climate/" id="ftr-climate">PLOS Climate</a></li> <li><a href="/complexsystems/" id="ftr-complex-systems">PLOS Complex Systems</a></li> <li><a href="/ploscompbiol/" id="ftr-compbio">PLOS Computational Biology</a></li> <li><a href="/digitalhealth/" id="ftr-digitalhealth">PLOS Digital Health</a></li> <li><a href="/plosgenetics/" id="ftr-gen">PLOS Genetics</a></li> <li><a href="/globalpublichealth/" id="ftr-globalpublichealth">PLOS Global Public Health</a></li> </ul> </div> <div class="block x-small"> <ul class="nav nav-secondary"> <li class="ftr-header">&nbsp;</li> <li><a href="/plosmedicine/" id="ftr-med">PLOS Medicine</a></li> <li><a href="/mentalhealth/" id="ftr-mental-health">PLOS Mental Health</a></li> <li><a href="/plosntds/" id="ftr-ntds">PLOS Neglected Tropical Diseases</a></li> <li><a href="/plosone/" id="ftr-one">PLOS ONE</a></li> <li><a href="/plospathogens/" id="ftr-path">PLOS Pathogens</a></li> <li><a href="/sustainabilitytransformation/" id="ftr-sustainabilitytransformation">PLOS Sustainability and Transformation</a></li> <li><a href="/water/" id="ftr-water">PLOS Water</a></li> </ul> </div> <div class="block xx-small"> <ul class="nav nav-tertiary"> <li> <a href="https://plos.org" id="ftr-home">Home</a> </li> <li> <a href="https://blogs.plos.org" id="ftr-blog">Blogs</a> </li> <li> <a href="https://collections.plos.org/" id="ftr-collections">Collections</a> </li> <li> <a href="mailto:webmaster@plos.org" id="ftr-feedback">Give feedback</a> </li> <li> <a href="/plosone/lockss-manifest" id="ftr-lockss">LOCKSS</a> </li> </ul> </div> <div class="block xx-small"> <ul class="nav nav-primary"> <li><a href="https://plos.org/privacy-policy" id="ftr-privacy">Privacy Policy</a></li> <li><a href="https://plos.org/terms-of-use" id="ftr-terms">Terms of Use</a></li> <li><a href="https://plos.org/advertise/" id="ftr-advertise">Advertise</a></li> <li><a href="https://plos.org/media-inquiries" id="ftr-media">Media Inquiries</a></li> <li><a href="https://plos.org/contact" id="ftr-contact">Contact</a></li> </ul> </div> </div> <div class="row"> <p> <img src="/resource/img/logo-plos-footer.png" alt="PLOS" class="logo-footer"/> <span class="footer-non-profit-statement">PLOS is a nonprofit 501(c)(3) corporation, #C2354500, based in San Francisco, California, US</span> </p> <div class="block"> </div> </div> <script src="/resource/js/global.js" type="text/javascript"></script> </footer> </body> </html>

Pages: 1 2 3 4 5 6 7 8 9 10