CINXE.COM

The Importance of Sensitivity and Specificity in Diagnosing Bovine Mastitis

<!DOCTYPE html> <html lang="en-US"> <head > <meta charset="UTF-8" /> <meta name="viewport" content="width=device-width, initial-scale=1" /> <meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' /> <style>img:is([sizes="auto" i], [sizes^="auto," i]) { contain-intrinsic-size: 3000px 1500px }</style> <!-- This site is optimized with the Yoast SEO Premium plugin v24.3 (Yoast SEO v24.3) - https://yoast.com/wordpress/plugins/seo/ --> <title>The Importance of Sensitivity and Specificity in Diagnosing Bovine Mastitis</title> <meta name="description" content="Real-time PCR helps dairy farmers know what pathogens they are dealing with to make the best bovine mastitis treatment or management decision for herd health." /> <link rel="canonical" href="https://www.thermofisher.com/blog/behindthebench/the-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis/" /> <meta property="og:locale" content="en_US" /> <meta property="og:type" content="article" /> <meta property="og:title" content="The Importance of Sensitivity and Specificity in Diagnosing Bovine Mastitis" /> <meta property="og:description" content="Real-time PCR helps dairy farmers know what pathogens they are dealing with to make the best bovine mastitis treatment or management decision for herd health." /> <meta property="og:url" content="https://www.thermofisher.com/blog/behindthebench/the-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis/" /> <meta property="og:site_name" content="Behind the Bench" /> <meta property="article:publisher" content="https://www.facebook.com/thermofisher" /> <meta property="article:published_time" content="2021-06-14T17:21:05+00:00" /> <meta property="article:modified_time" content="2021-10-26T19:53:51+00:00" /> <meta property="og:image" content="https://www.thermofisher.com/blog/behindthebench/wp-content/uploads/sites/9/2021/06/PG2321-PJT6891-COL115142-EP2-Mastitis-Blog-Banners-GLOBAL-F_Social-1_1200x675_0000_Layer-3.jpg" /> <meta property="og:image:width" content="1200" /> <meta property="og:image:height" content="675" /> <meta property="og:image:type" content="image/jpeg" /> <meta name="author" content="Behind The Bench Staff" /> <meta name="twitter:card" content="summary_large_image" /> <meta name="twitter:creator" content="@thermofisher" /> <meta name="twitter:site" content="@thermofisher" /> <meta name="twitter:label1" content="Written by" /> <meta name="twitter:data1" content="Behind The Bench Staff" /> <meta name="twitter:label2" content="Est. reading time" /> <meta name="twitter:data2" content="5 minutes" /> <script type="application/ld+json" class="yoast-schema-graph">{"@context":"https://schema.org","@graph":[{"@type":"WebPage","@id":"https://www.thermofisher.com/blog/behindthebench/the-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis/","url":"https://www.thermofisher.com/blog/behindthebench/the-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis/","name":"The Importance of Sensitivity and Specificity in Diagnosing Bovine Mastitis","isPartOf":{"@id":"https://www.thermofisher.com/blog/behindthebench/#website"},"primaryImageOfPage":{"@id":"https://www.thermofisher.com/blog/behindthebench/the-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis/#primaryimage"},"image":{"@id":"https://www.thermofisher.com/blog/behindthebench/the-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis/#primaryimage"},"thumbnailUrl":"https://www.thermofisher.com/blog/behindthebench/wp-content/uploads/sites/9/2021/06/PG2321-PJT6891-COL115142-EP2-Mastitis-Blog-Banners-GLOBAL-F_Social-1_1200x675_0000_Layer-3.jpg","datePublished":"2021-06-14T17:21:05+00:00","dateModified":"2021-10-26T19:53:51+00:00","author":{"@id":"https://www.thermofisher.com/blog/behindthebench/#/schema/person/9bbb2d67616274d3d4a21a584f7f4a0c"},"description":"Real-time PCR helps dairy farmers know what pathogens they are dealing with to make the best bovine mastitis treatment or management decision for herd health.","breadcrumb":{"@id":"https://www.thermofisher.com/blog/behindthebench/the-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https://www.thermofisher.com/blog/behindthebench/the-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https://www.thermofisher.com/blog/behindthebench/the-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis/#primaryimage","url":"https://www.thermofisher.com/blog/behindthebench/wp-content/uploads/sites/9/2021/06/PG2321-PJT6891-COL115142-EP2-Mastitis-Blog-Banners-GLOBAL-F_Social-1_1200x675_0000_Layer-3.jpg","contentUrl":"https://www.thermofisher.com/blog/behindthebench/wp-content/uploads/sites/9/2021/06/PG2321-PJT6891-COL115142-EP2-Mastitis-Blog-Banners-GLOBAL-F_Social-1_1200x675_0000_Layer-3.jpg","width":1200,"height":675,"caption":"dairy cow grazing in field"},{"@type":"BreadcrumbList","@id":"https://www.thermofisher.com/blog/behindthebench/the-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://www.thermofisher.com/blog/behindthebench/"},{"@type":"ListItem","position":2,"name":"The Importance of Sensitivity and Specificity in Diagnosing Bovine Mastitis"}]},{"@type":"WebSite","@id":"https://www.thermofisher.com/blog/behindthebench/#website","url":"https://www.thermofisher.com/blog/behindthebench/","name":"Behind the Bench","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://www.thermofisher.com/blog/behindthebench/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https://www.thermofisher.com/blog/behindthebench/#/schema/person/9bbb2d67616274d3d4a21a584f7f4a0c","name":"Behind The Bench Staff","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https://www.thermofisher.com/blog/behindthebench/#/schema/person/image/","url":"https://secure.gravatar.com/avatar/d6e5815e57520094d932400e2af233b9?s=96&d=mm&r=g","contentUrl":"https://secure.gravatar.com/avatar/d6e5815e57520094d932400e2af233b9?s=96&d=mm&r=g","caption":"Behind The Bench Staff"},"url":"https://www.thermofisher.com/blog/author/behind-the-bench-staff/"}]}</script> <!-- / Yoast SEO Premium plugin. --> <link rel='dns-prefetch' href='//www.thermofisher.com' /> <link rel='dns-prefetch' href='//use.fontawesome.com' /> <link rel="alternate" type="application/rss+xml" title="Behind the Bench &raquo; Feed" href="https://www.thermofisher.com/blog/behindthebench/feed/" /> <link rel="alternate" type="application/rss+xml" title="Behind the Bench &raquo; Comments Feed" href="https://www.thermofisher.com/blog/behindthebench/comments/feed/" /> <link rel="alternate" type="application/rss+xml" title="Behind the Bench &raquo; The Importance of Sensitivity and Specificity in Diagnosing Bovine Mastitis Comments Feed" href="https://www.thermofisher.com/blog/behindthebench/the-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis/feed/" /> <!-- Optimizely tracking code --> <script src="https://cdn.optimizely.com/js/8156647427.js"></script> <!-- Hotjar Tracking Code for https://www.thermofisher.com/blog --> <script> (function(h,o,t,j,a,r){ h.hj=h.hj||function(){(h.hj.q=h.hj.q||[]).push(arguments)}; h._hjSettings={hjid:373708,hjsv:5}; a=o.getElementsByTagName('head')[0]; r=o.createElement('script');r.async=1; r.src=t+h._hjSettings.hjid+j+h._hjSettings.hjsv; a.appendChild(r); })(window,document,'//static.hotjar.com/c/hotjar-','.js?sv='); </script> <!-- This site uses the Google Analytics by MonsterInsights plugin v9.2.4 - Using Analytics tracking - https://www.monsterinsights.com/ --> <script src="//www.googletagmanager.com/gtag/js?id=G-K4QTN4KM25" data-cfasync="false" data-wpfc-render="false" type="text/javascript" async></script> <script data-cfasync="false" data-wpfc-render="false" type="text/javascript"> var mi_version = '9.2.4'; var mi_track_user = true; var mi_no_track_reason = ''; var MonsterInsightsDefaultLocations = {"page_location":"https:\/\/admin.acceleratingscience.com\/behindthebench\/the-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis\/"}; if ( typeof MonsterInsightsPrivacyGuardFilter === 'function' ) { var MonsterInsightsLocations = (typeof MonsterInsightsExcludeQuery === 'object') ? MonsterInsightsPrivacyGuardFilter( MonsterInsightsExcludeQuery ) : MonsterInsightsPrivacyGuardFilter( MonsterInsightsDefaultLocations ); } else { var MonsterInsightsLocations = (typeof MonsterInsightsExcludeQuery === 'object') ? MonsterInsightsExcludeQuery : MonsterInsightsDefaultLocations; } var disableStrs = [ 'ga-disable-G-K4QTN4KM25', ]; /* Function to detect opted out users */ function __gtagTrackerIsOptedOut() { for (var index = 0; index < disableStrs.length; index++) { if (document.cookie.indexOf(disableStrs[index] + '=true') > -1) { return true; } } return false; } /* Disable tracking if the opt-out cookie exists. */ if (__gtagTrackerIsOptedOut()) { for (var index = 0; index < disableStrs.length; index++) { window[disableStrs[index]] = true; } } /* Opt-out function */ function __gtagTrackerOptout() { for (var index = 0; index < disableStrs.length; index++) { document.cookie = disableStrs[index] + '=true; expires=Thu, 31 Dec 2099 23:59:59 UTC; path=/'; window[disableStrs[index]] = true; } } if ('undefined' === typeof gaOptout) { function gaOptout() { __gtagTrackerOptout(); } } window.dataLayer = window.dataLayer || []; window.MonsterInsightsDualTracker = { helpers: {}, trackers: {}, }; if (mi_track_user) { function __gtagDataLayer() { dataLayer.push(arguments); } function __gtagTracker(type, name, parameters) { if (!parameters) { parameters = {}; } if (parameters.send_to) { __gtagDataLayer.apply(null, arguments); return; } if (type === 'event') { parameters.send_to = monsterinsights_frontend.v4_id; var hookName = name; if (typeof parameters['event_category'] !== 'undefined') { hookName = parameters['event_category'] + ':' + name; } if (typeof MonsterInsightsDualTracker.trackers[hookName] !== 'undefined') { MonsterInsightsDualTracker.trackers[hookName](parameters); } else { __gtagDataLayer('event', name, parameters); } } else { __gtagDataLayer.apply(null, arguments); } } __gtagTracker('js', new Date()); __gtagTracker('set', { 'developer_id.dZGIzZG': true, }); if ( MonsterInsightsLocations.page_location ) { __gtagTracker('set', MonsterInsightsLocations); } __gtagTracker('config', 'G-K4QTN4KM25', {"use_amp_client_id":"true","forceSSL":"true","author":"user-120","category":"animal-health-and-agrigenomics","published_at":"2021-06-14T17:21:05+00:00","tags":"animal health,bovine mastitis,m.bovis,PCR"} ); window.gtag = __gtagTracker; (function () { /* https://developers.google.com/analytics/devguides/collection/analyticsjs/ */ /* ga and __gaTracker compatibility shim. */ var noopfn = function () { return null; }; var newtracker = function () { return new Tracker(); }; var Tracker = function () { return null; }; var p = Tracker.prototype; p.get = noopfn; p.set = noopfn; p.send = function () { var args = Array.prototype.slice.call(arguments); args.unshift('send'); __gaTracker.apply(null, args); }; var __gaTracker = function () { var len = arguments.length; if (len === 0) { return; } var f = arguments[len - 1]; if (typeof f !== 'object' || f === null || typeof f.hitCallback !== 'function') { if ('send' === arguments[0]) { var hitConverted, hitObject = false, action; if ('event' === arguments[1]) { if ('undefined' !== typeof arguments[3]) { hitObject = { 'eventAction': arguments[3], 'eventCategory': arguments[2], 'eventLabel': arguments[4], 'value': arguments[5] ? arguments[5] : 1, } } } if ('pageview' === arguments[1]) { if ('undefined' !== typeof arguments[2]) { hitObject = { 'eventAction': 'page_view', 'page_path': arguments[2], } } } if (typeof arguments[2] === 'object') { hitObject = arguments[2]; } if (typeof arguments[5] === 'object') { Object.assign(hitObject, arguments[5]); } if ('undefined' !== typeof arguments[1].hitType) { hitObject = arguments[1]; if ('pageview' === hitObject.hitType) { hitObject.eventAction = 'page_view'; } } if (hitObject) { action = 'timing' === arguments[1].hitType ? 'timing_complete' : hitObject.eventAction; hitConverted = mapArgs(hitObject); __gtagTracker('event', action, hitConverted); } } return; } function mapArgs(args) { var arg, hit = {}; var gaMap = { 'eventCategory': 'event_category', 'eventAction': 'event_action', 'eventLabel': 'event_label', 'eventValue': 'event_value', 'nonInteraction': 'non_interaction', 'timingCategory': 'event_category', 'timingVar': 'name', 'timingValue': 'value', 'timingLabel': 'event_label', 'page': 'page_path', 'location': 'page_location', 'title': 'page_title', 'referrer' : 'page_referrer', }; for (arg in args) { if (!(!args.hasOwnProperty(arg) || !gaMap.hasOwnProperty(arg))) { hit[gaMap[arg]] = args[arg]; } else { hit[arg] = args[arg]; } } return hit; } try { f.hitCallback(); } catch (ex) { } }; __gaTracker.create = newtracker; __gaTracker.getByName = newtracker; __gaTracker.getAll = function () { return []; }; __gaTracker.remove = noopfn; __gaTracker.loaded = true; window['__gaTracker'] = __gaTracker; })(); } else { console.log(""); (function () { function __gtagTracker() { return null; } window['__gtagTracker'] = __gtagTracker; window['gtag'] = __gtagTracker; })(); } </script> <!-- / Google Analytics by MonsterInsights --> <link rel='stylesheet' id='jetpack_related-posts-css' href='https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/jetpack/modules/related-posts/related-posts.css?ver=20240116' type='text/css' media='all' /> <link rel='stylesheet' id='accelerating-science-blogs-css' href='https://www.thermofisher.com/blog/behindthebench/wp-content/themes/accelerating-science-blogs/style.css?ver=1.2.9.3' type='text/css' media='all' /> <link rel='stylesheet' id='wp-block-library-css' href='https://www.thermofisher.com/blog//wp-includes/css/dist/block-library/style.min.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='mediaelement-css' href='https://www.thermofisher.com/blog//wp-includes/js/mediaelement/mediaelementplayer-legacy.min.css?ver=4.2.17' type='text/css' media='all' /> <link rel='stylesheet' id='wp-mediaelement-css' href='https://www.thermofisher.com/blog//wp-includes/js/mediaelement/wp-mediaelement.min.css?ver=6.7.1' type='text/css' media='all' /> <style id='jetpack-sharing-buttons-style-inline-css' type='text/css'> .jetpack-sharing-buttons__services-list{display:flex;flex-direction:row;flex-wrap:wrap;gap:0;list-style-type:none;margin:5px;padding:0}.jetpack-sharing-buttons__services-list.has-small-icon-size{font-size:12px}.jetpack-sharing-buttons__services-list.has-normal-icon-size{font-size:16px}.jetpack-sharing-buttons__services-list.has-large-icon-size{font-size:24px}.jetpack-sharing-buttons__services-list.has-huge-icon-size{font-size:36px}@media print{.jetpack-sharing-buttons__services-list{display:none!important}}.editor-styles-wrapper .wp-block-jetpack-sharing-buttons{gap:0;padding-inline-start:0}ul.jetpack-sharing-buttons__services-list.has-background{padding:1.25em 2.375em} </style> <style id='classic-theme-styles-inline-css' type='text/css'> /*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} </style> <style id='global-styles-inline-css' type='text/css'> :root{--wp--preset--aspect-ratio--square: 1;--wp--preset--aspect-ratio--4-3: 4/3;--wp--preset--aspect-ratio--3-4: 3/4;--wp--preset--aspect-ratio--3-2: 3/2;--wp--preset--aspect-ratio--2-3: 2/3;--wp--preset--aspect-ratio--16-9: 16/9;--wp--preset--aspect-ratio--9-16: 9/16;--wp--preset--color--black: #000000;--wp--preset--color--cyan-bluish-gray: #abb8c3;--wp--preset--color--white: #ffffff;--wp--preset--color--pale-pink: #f78da7;--wp--preset--color--vivid-red: #cf2e2e;--wp--preset--color--luminous-vivid-orange: #ff6900;--wp--preset--color--luminous-vivid-amber: #fcb900;--wp--preset--color--light-green-cyan: #7bdcb5;--wp--preset--color--vivid-green-cyan: #00d084;--wp--preset--color--pale-cyan-blue: #8ed1fc;--wp--preset--color--vivid-cyan-blue: #0693e3;--wp--preset--color--vivid-purple: #9b51e0;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple: linear-gradient(135deg,rgba(6,147,227,1) 0%,rgb(155,81,224) 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan: linear-gradient(135deg,rgb(122,220,180) 0%,rgb(0,208,130) 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange: linear-gradient(135deg,rgba(252,185,0,1) 0%,rgba(255,105,0,1) 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red: linear-gradient(135deg,rgba(255,105,0,1) 0%,rgb(207,46,46) 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray: linear-gradient(135deg,rgb(238,238,238) 0%,rgb(169,184,195) 100%);--wp--preset--gradient--cool-to-warm-spectrum: linear-gradient(135deg,rgb(74,234,220) 0%,rgb(151,120,209) 20%,rgb(207,42,186) 40%,rgb(238,44,130) 60%,rgb(251,105,98) 80%,rgb(254,248,76) 100%);--wp--preset--gradient--blush-light-purple: linear-gradient(135deg,rgb(255,206,236) 0%,rgb(152,150,240) 100%);--wp--preset--gradient--blush-bordeaux: linear-gradient(135deg,rgb(254,205,165) 0%,rgb(254,45,45) 50%,rgb(107,0,62) 100%);--wp--preset--gradient--luminous-dusk: linear-gradient(135deg,rgb(255,203,112) 0%,rgb(199,81,192) 50%,rgb(65,88,208) 100%);--wp--preset--gradient--pale-ocean: linear-gradient(135deg,rgb(255,245,203) 0%,rgb(182,227,212) 50%,rgb(51,167,181) 100%);--wp--preset--gradient--electric-grass: linear-gradient(135deg,rgb(202,248,128) 0%,rgb(113,206,126) 100%);--wp--preset--gradient--midnight: linear-gradient(135deg,rgb(2,3,129) 0%,rgb(40,116,252) 100%);--wp--preset--font-size--small: 13px;--wp--preset--font-size--medium: 20px;--wp--preset--font-size--large: 36px;--wp--preset--font-size--x-large: 42px;--wp--preset--spacing--20: 0.44rem;--wp--preset--spacing--30: 0.67rem;--wp--preset--spacing--40: 1rem;--wp--preset--spacing--50: 1.5rem;--wp--preset--spacing--60: 2.25rem;--wp--preset--spacing--70: 3.38rem;--wp--preset--spacing--80: 5.06rem;--wp--preset--shadow--natural: 6px 6px 9px rgba(0, 0, 0, 0.2);--wp--preset--shadow--deep: 12px 12px 50px rgba(0, 0, 0, 0.4);--wp--preset--shadow--sharp: 6px 6px 0px rgba(0, 0, 0, 0.2);--wp--preset--shadow--outlined: 6px 6px 0px -3px rgba(255, 255, 255, 1), 6px 6px rgba(0, 0, 0, 1);--wp--preset--shadow--crisp: 6px 6px 0px rgba(0, 0, 0, 1);}:where(.is-layout-flex){gap: 0.5em;}:where(.is-layout-grid){gap: 0.5em;}body .is-layout-flex{display: flex;}.is-layout-flex{flex-wrap: wrap;align-items: center;}.is-layout-flex > :is(*, div){margin: 0;}body .is-layout-grid{display: grid;}.is-layout-grid > :is(*, div){margin: 0;}:where(.wp-block-columns.is-layout-flex){gap: 2em;}:where(.wp-block-columns.is-layout-grid){gap: 2em;}:where(.wp-block-post-template.is-layout-flex){gap: 1.25em;}:where(.wp-block-post-template.is-layout-grid){gap: 1.25em;}.has-black-color{color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-color{color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-color{color: var(--wp--preset--color--white) !important;}.has-pale-pink-color{color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-color{color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-color{color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-color{color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-color{color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-color{color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-color{color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-color{color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-color{color: var(--wp--preset--color--vivid-purple) !important;}.has-black-background-color{background-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-background-color{background-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-background-color{background-color: var(--wp--preset--color--white) !important;}.has-pale-pink-background-color{background-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-background-color{background-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-background-color{background-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-background-color{background-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-background-color{background-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-background-color{background-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-background-color{background-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-background-color{background-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-background-color{background-color: var(--wp--preset--color--vivid-purple) !important;}.has-black-border-color{border-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-border-color{border-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-border-color{border-color: var(--wp--preset--color--white) !important;}.has-pale-pink-border-color{border-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-border-color{border-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-border-color{border-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-border-color{border-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-border-color{border-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-border-color{border-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-border-color{border-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-border-color{border-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-border-color{border-color: var(--wp--preset--color--vivid-purple) !important;}.has-vivid-cyan-blue-to-vivid-purple-gradient-background{background: var(--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple) !important;}.has-light-green-cyan-to-vivid-green-cyan-gradient-background{background: var(--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan) !important;}.has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange) !important;}.has-luminous-vivid-orange-to-vivid-red-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-orange-to-vivid-red) !important;}.has-very-light-gray-to-cyan-bluish-gray-gradient-background{background: var(--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray) !important;}.has-cool-to-warm-spectrum-gradient-background{background: var(--wp--preset--gradient--cool-to-warm-spectrum) !important;}.has-blush-light-purple-gradient-background{background: var(--wp--preset--gradient--blush-light-purple) !important;}.has-blush-bordeaux-gradient-background{background: var(--wp--preset--gradient--blush-bordeaux) !important;}.has-luminous-dusk-gradient-background{background: var(--wp--preset--gradient--luminous-dusk) !important;}.has-pale-ocean-gradient-background{background: var(--wp--preset--gradient--pale-ocean) !important;}.has-electric-grass-gradient-background{background: var(--wp--preset--gradient--electric-grass) !important;}.has-midnight-gradient-background{background: var(--wp--preset--gradient--midnight) !important;}.has-small-font-size{font-size: var(--wp--preset--font-size--small) !important;}.has-medium-font-size{font-size: var(--wp--preset--font-size--medium) !important;}.has-large-font-size{font-size: var(--wp--preset--font-size--large) !important;}.has-x-large-font-size{font-size: var(--wp--preset--font-size--x-large) !important;} :where(.wp-block-post-template.is-layout-flex){gap: 1.25em;}:where(.wp-block-post-template.is-layout-grid){gap: 1.25em;} :where(.wp-block-columns.is-layout-flex){gap: 2em;}:where(.wp-block-columns.is-layout-grid){gap: 2em;} :root :where(.wp-block-pullquote){font-size: 1.5em;line-height: 1.6;} </style> <link rel='stylesheet' id='mashsb-styles-css' href='https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/mashsharer/assets/css/mashsb.min.css?ver=4.0.47' type='text/css' media='all' /> <style id='mashsb-styles-inline-css' type='text/css'> .mashsb-count {color:#555759;}[class^="mashicon-"] .text, [class*=" mashicon-"] .text{ text-indent: -9999px !important; line-height: 0px; display: block; } [class^="mashicon-"] .text:after, [class*=" mashicon-"] .text:after { content: "" !important; text-indent: 0; font-size:13px; display: block !important; } [class^="mashicon-"], [class*=" mashicon-"] { width:25%; text-align: center !important; } [class^="mashicon-"] .icon:before, [class*=" mashicon-"] .icon:before { float:none; margin-right: 0; } .mashsb-buttons a{ margin-right: 3px; margin-bottom:3px; min-width: 0; width: 41px; } .onoffswitch, .onoffswitch-inner:before, .onoffswitch-inner:after .onoffswitch2, .onoffswitch2-inner:before, .onoffswitch2-inner:after { margin-right: 0px; width: 41px; line-height: 41px; } </style> <link rel='stylesheet' id='mashnet-styles-css' href='https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/mashshare-networks/assets/css/mashnet.min.css?ver=2.5.3' type='text/css' media='all' /> <link rel='stylesheet' id='mashsas-styles-css' href='https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/mashshare-select-and-share/assets/css/mashsas.min.css?ver=1.0.5' type='text/css' media='all' /> <link rel='stylesheet' id='gforms_reset_css-css' href='https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/gravityforms/legacy/css/formreset.min.css?ver=2.9.2' type='text/css' media='all' /> <link rel='stylesheet' id='gforms_formsmain_css-css' href='https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/gravityforms/legacy/css/formsmain.min.css?ver=2.9.2' type='text/css' media='all' /> <link rel='stylesheet' id='gforms_ready_class_css-css' href='https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/gravityforms/legacy/css/readyclass.min.css?ver=2.9.2' type='text/css' media='all' /> <link rel='stylesheet' id='gforms_browsers_css-css' href='https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/gravityforms/legacy/css/browsers.min.css?ver=2.9.2' type='text/css' media='all' /> <link rel='stylesheet' id='globals-css' href='https://www.thermofisher.com/blog/behindthebench/wp-content/themes/accelerating-science-blogs/global-style.css?ver=1.2.9.3' type='text/css' media='all' /> <link rel='stylesheet' id='bfa-font-awesome-css' href='https://use.fontawesome.com/releases/v5.15.4/css/all.css?ver=2.0.3' type='text/css' media='all' /> <link rel='stylesheet' id='bfa-font-awesome-v4-shim-css' href='https://use.fontawesome.com/releases/v5.15.4/css/v4-shims.css?ver=2.0.3' type='text/css' media='all' /> <style id='bfa-font-awesome-v4-shim-inline-css' type='text/css'> @font-face { font-family: 'FontAwesome'; src: url('https://use.fontawesome.com/releases/v5.15.4/webfonts/fa-brands-400.eot'), url('https://use.fontawesome.com/releases/v5.15.4/webfonts/fa-brands-400.eot?#iefix') format('embedded-opentype'), url('https://use.fontawesome.com/releases/v5.15.4/webfonts/fa-brands-400.woff2') format('woff2'), url('https://use.fontawesome.com/releases/v5.15.4/webfonts/fa-brands-400.woff') format('woff'), url('https://use.fontawesome.com/releases/v5.15.4/webfonts/fa-brands-400.ttf') format('truetype'), url('https://use.fontawesome.com/releases/v5.15.4/webfonts/fa-brands-400.svg#fontawesome') format('svg'); } @font-face { font-family: 'FontAwesome'; src: url('https://use.fontawesome.com/releases/v5.15.4/webfonts/fa-solid-900.eot'), url('https://use.fontawesome.com/releases/v5.15.4/webfonts/fa-solid-900.eot?#iefix') format('embedded-opentype'), url('https://use.fontawesome.com/releases/v5.15.4/webfonts/fa-solid-900.woff2') format('woff2'), url('https://use.fontawesome.com/releases/v5.15.4/webfonts/fa-solid-900.woff') format('woff'), url('https://use.fontawesome.com/releases/v5.15.4/webfonts/fa-solid-900.ttf') format('truetype'), url('https://use.fontawesome.com/releases/v5.15.4/webfonts/fa-solid-900.svg#fontawesome') format('svg'); } @font-face { font-family: 'FontAwesome'; src: url('https://use.fontawesome.com/releases/v5.15.4/webfonts/fa-regular-400.eot'), url('https://use.fontawesome.com/releases/v5.15.4/webfonts/fa-regular-400.eot?#iefix') format('embedded-opentype'), url('https://use.fontawesome.com/releases/v5.15.4/webfonts/fa-regular-400.woff2') format('woff2'), url('https://use.fontawesome.com/releases/v5.15.4/webfonts/fa-regular-400.woff') format('woff'), url('https://use.fontawesome.com/releases/v5.15.4/webfonts/fa-regular-400.ttf') format('truetype'), url('https://use.fontawesome.com/releases/v5.15.4/webfonts/fa-regular-400.svg#fontawesome') format('svg'); unicode-range: U+F004-F005,U+F007,U+F017,U+F022,U+F024,U+F02E,U+F03E,U+F044,U+F057-F059,U+F06E,U+F070,U+F075,U+F07B-F07C,U+F080,U+F086,U+F089,U+F094,U+F09D,U+F0A0,U+F0A4-F0A7,U+F0C5,U+F0C7-F0C8,U+F0E0,U+F0EB,U+F0F3,U+F0F8,U+F0FE,U+F111,U+F118-F11A,U+F11C,U+F133,U+F144,U+F146,U+F14A,U+F14D-F14E,U+F150-F152,U+F15B-F15C,U+F164-F165,U+F185-F186,U+F191-F192,U+F1AD,U+F1C1-F1C9,U+F1CD,U+F1D8,U+F1E3,U+F1EA,U+F1F6,U+F1F9,U+F20A,U+F247-F249,U+F24D,U+F254-F25B,U+F25D,U+F267,U+F271-F274,U+F279,U+F28B,U+F28D,U+F2B5-F2B6,U+F2B9,U+F2BB,U+F2BD,U+F2C1-F2C2,U+F2D0,U+F2D2,U+F2DC,U+F2ED,U+F328,U+F358-F35B,U+F3A5,U+F3D1,U+F410,U+F4AD; } </style> <link rel='stylesheet' id='boxzilla-css' href='https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/boxzilla/assets/css/styles.css?ver=3.3.1' type='text/css' media='all' /> <script type="text/javascript" id="jetpack_related-posts-js-extra"> /* <![CDATA[ */ var related_posts_js_options = {"post_heading":"h4"}; /* ]]> */ </script> <script type="text/javascript" src="https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/jetpack/_inc/build/related-posts/related-posts.min.js?ver=20240116" id="jetpack_related-posts-js"></script> <script type="text/javascript" src="https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/google-analytics-premium/assets/js/frontend-gtag.js?ver=9.2.4" id="monsterinsights-frontend-script-js" async="async" data-wp-strategy="async"></script> <script data-cfasync="false" data-wpfc-render="false" type="text/javascript" id='monsterinsights-frontend-script-js-extra'>/* <![CDATA[ */ var monsterinsights_frontend = {"js_events_tracking":"true","download_extensions":"doc,pdf,ppt,zip,xls,docx,pptx,xlsx","inbound_paths":"[]","home_url":"https:\/\/admin.acceleratingscience.com\/behindthebench","hash_tracking":"false","v4_id":"G-K4QTN4KM25"};/* ]]> */ </script> <script type="text/javascript" src="https://www.thermofisher.com/blog//wp-includes/js/jquery/jquery.min.js?ver=3.7.1" id="jquery-core-js"></script> <script type="text/javascript" src="https://www.thermofisher.com/blog//wp-includes/js/jquery/jquery-migrate.min.js?ver=3.4.1" id="jquery-migrate-js"></script> <script type="text/javascript" id="mashsb-js-extra"> /* <![CDATA[ */ var mashsb = {"shares":"751","round_shares":"1","animate_shares":"0","dynamic_buttons":"0","share_url":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/the-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis\/","title":"The+Importance+of+Sensitivity+and+Specificity+in+Diagnosing+Bovine+Mastitis","image":"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2021\/06\/PG2321-PJT6891-COL115142-EP2-Mastitis-Blog-Banners-GLOBAL-F_Social-1_1200x675_0000_Layer-3.jpg","desc":"Have you ever received a \u201cno growth\u201d result in a bacterial culture when trying to diagnose mastitis? About 40\u201350% of clinically abnormal milk samples tested with traditional culture will come back with a \u201cno growth\u201d \u2026","hashtag":"thermofisher","subscribe":"content","subscribe_url":"","activestatus":"1","singular":"1","twitter_popup":"1","refresh":"0","nonce":"7762346305","postid":"15225","servertime":"1739784045","ajaxurl":"https:\/\/www.thermofisher.com\/blog\/wp-admin\/admin-ajax.php"}; /* ]]> */ </script> <script type="text/javascript" src="https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/mashsharer/assets/js/mashsb.min.js?ver=4.0.47" id="mashsb-js"></script> <script type="text/javascript" src="https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/mashshare-google-analytics/assets/js/mashga.min.js?ver=1.0.9" id="mashga-js"></script> <script type="text/javascript" id="mashnet-js-extra"> /* <![CDATA[ */ var mashnet = {"body":"Check out this article I just read:","subject":"Check out this article from Accelerating Science","pinterest_select":"1","pinterest_image":"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2021\/06\/PG2321-PJT6891-COL115142-EP2-Mastitis-Blog-Banners-GLOBAL-F_Social-1_1200x675_0000_Layer-3.jpg","pinterest_desc":"Have you ever received a \u201cno growth\u201d result in a bacterial culture when trying to diagnose mastitis? About 40\u201350% of clinically abnormal milk samples tested with traditional culture will come back with a \u201cno growth\u201d \u2026"}; /* ]]> */ </script> <script type="text/javascript" src="https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/mashshare-networks/assets/js/mashnet.min.js?ver=2.5.3" id="mashnet-js"></script> <script type="text/javascript" src="https://www.thermofisher.com/blog//wp-includes/js/underscore.min.js?ver=1.13.7" id="underscore-js"></script> <script type="text/javascript" src="https://www.thermofisher.com/blog//wp-includes/js/backbone.min.js?ver=1.6.0" id="backbone-js"></script> <script type="text/javascript" id="wp-api-js-js-extra"> /* <![CDATA[ */ var WP_API_Settings = {"root":"https:\/\/admin.acceleratingscience.com\/behindthebench","nonce":"2c5a04e68c"}; /* ]]> */ </script> <script type="text/javascript" src="https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/wp-search-live/public/assets/js/util--wp-api.js?ver=0.9" id="wp-api-js-js"></script> <script type="text/javascript" id="mashsas-js-extra"> /* <![CDATA[ */ var mashsas = {"minchars":"10","appid":"1603510369972799","facebook":"1","twitter":"1","mail":"1"}; /* ]]> */ </script> <script type="text/javascript" src="https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/mashshare-select-and-share/assets/js/mashsas.min.js?ver=1.0.5" id="mashsas-js"></script> <script type="text/javascript" defer='defer' src="https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/gravityforms/js/jquery.json.min.js?ver=2.9.2" id="gform_json-js"></script> <script type="text/javascript" id="gform_gravityforms-js-extra"> /* <![CDATA[ */ var gf_global = {"gf_currency_config":{"name":"U.S. Dollar","symbol_left":"$","symbol_right":"","symbol_padding":"","thousand_separator":",","decimal_separator":".","decimals":2,"code":"USD"},"base_url":"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/plugins\/gravityforms","number_formats":[],"spinnerUrl":"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/plugins\/gravityforms\/images\/spinner.svg","version_hash":"ba9b01dcd53654286b81e3e651d8aa9f","strings":{"newRowAdded":"New row added.","rowRemoved":"Row removed","formSaved":"The form has been saved. The content contains the link to return and complete the form."}}; var gf_global = {"gf_currency_config":{"name":"U.S. Dollar","symbol_left":"$","symbol_right":"","symbol_padding":"","thousand_separator":",","decimal_separator":".","decimals":2,"code":"USD"},"base_url":"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/plugins\/gravityforms","number_formats":[],"spinnerUrl":"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/plugins\/gravityforms\/images\/spinner.svg","version_hash":"ba9b01dcd53654286b81e3e651d8aa9f","strings":{"newRowAdded":"New row added.","rowRemoved":"Row removed","formSaved":"The form has been saved. The content contains the link to return and complete the form."}}; var gf_global = {"gf_currency_config":{"name":"U.S. Dollar","symbol_left":"$","symbol_right":"","symbol_padding":"","thousand_separator":",","decimal_separator":".","decimals":2,"code":"USD"},"base_url":"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/plugins\/gravityforms","number_formats":[],"spinnerUrl":"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/plugins\/gravityforms\/images\/spinner.svg","version_hash":"ba9b01dcd53654286b81e3e651d8aa9f","strings":{"newRowAdded":"New row added.","rowRemoved":"Row removed","formSaved":"The form has been saved. The content contains the link to return and complete the form."}}; var gf_global = {"gf_currency_config":{"name":"U.S. Dollar","symbol_left":"$","symbol_right":"","symbol_padding":"","thousand_separator":",","decimal_separator":".","decimals":2,"code":"USD"},"base_url":"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/plugins\/gravityforms","number_formats":[],"spinnerUrl":"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/plugins\/gravityforms\/images\/spinner.svg","version_hash":"ba9b01dcd53654286b81e3e651d8aa9f","strings":{"newRowAdded":"New row added.","rowRemoved":"Row removed","formSaved":"The form has been saved. The content contains the link to return and complete the form."}}; var gform_i18n = {"datepicker":{"days":{"monday":"Mo","tuesday":"Tu","wednesday":"We","thursday":"Th","friday":"Fr","saturday":"Sa","sunday":"Su"},"months":{"january":"January","february":"February","march":"March","april":"April","may":"May","june":"June","july":"July","august":"August","september":"September","october":"October","november":"November","december":"December"},"firstDay":1,"iconText":"Select date"}}; var gf_legacy_multi = {"1":"1","":"1"}; var gform_gravityforms = {"strings":{"invalid_file_extension":"This type of file is not allowed. Must be one of the following:","delete_file":"Delete this file","in_progress":"in progress","file_exceeds_limit":"File exceeds size limit","illegal_extension":"This type of file is not allowed.","max_reached":"Maximum number of files reached","unknown_error":"There was a problem while saving the file on the server","currently_uploading":"Please wait for the uploading to complete","cancel":"Cancel","cancel_upload":"Cancel this upload","cancelled":"Cancelled"},"vars":{"images_url":"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/plugins\/gravityforms\/images"}}; /* ]]> */ </script> <script type="text/javascript" defer='defer' src="https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/gravityforms/js/gravityforms.min.js?ver=2.9.2" id="gform_gravityforms-js"></script> <script type="text/javascript" defer='defer' src="https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/gravityforms/js/chosen.jquery.min.js?ver=2.9.2" id="gform_chosen-js"></script> <script type="text/javascript" defer='defer' src="https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/gravityforms/assets/js/dist/utils.min.js?ver=501a987060f4426fb517400c73c7fc1e" id="gform_gravityforms_utils-js"></script> <script type="text/javascript" src="https://www.thermofisher.com/blog/behindthebench/wp-content/themes/accelerating-science-blogs/js/single-scripts.js?ver=1.2.9.3" id="single-scripts-js"></script> <link rel="https://api.w.org/" href="https://www.thermofisher.com/blog/behindthebench/wp-json/" /><link rel="alternate" title="JSON" type="application/json" href="https://www.thermofisher.com/blog/behindthebench/wp-json/wp/v2/posts/15225" /><link rel="EditURI" type="application/rsd+xml" title="RSD" href="https://www.thermofisher.com/blog/xmlrpc.php?rsd" /> <link rel='shortlink' href='https://www.thermofisher.com/blog/behindthebench/?p=15225' /> <link rel="alternate" title="oEmbed (JSON)" type="application/json+oembed" href="https://www.thermofisher.com/blog/behindthebench/wp-json/oembed/1.0/embed?url=https%3A%2F%2Fwww.thermofisher.com%2Fblog%2Fbehindthebench%2Fthe-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis%2F" /> <link rel="alternate" title="oEmbed (XML)" type="text/xml+oembed" href="https://www.thermofisher.com/blog/behindthebench/wp-json/oembed/1.0/embed?url=https%3A%2F%2Fwww.thermofisher.com%2Fblog%2Fbehindthebench%2Fthe-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis%2F&#038;format=xml" /> <meta property="fb:pages" content="258357757657262" /> <meta property="ia:markup_url" content="https://www.thermofisher.com/blog/behindthebench/the-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis/?ia_markup=1" /> <!-- Stream WordPress user activity plugin v4.1.0 --> <link rel="icon" href="https://www.thermofisher.com/blog/behindthebench/wp-content/themes/accelerating-science-blogs/images/favicon.ico" /> <!-- Global site tag (gtag.js) - Google Analytics --> <script async src="https://www.googletagmanager.com/gtag/js?id=UA-34877942-1"></script> <script> window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'UA-34877942-1'); </script> <!-- Facebook Pixel Code --> <script> !function(f,b,e,v,n,t,s){if(f.fbq)return;n=f.fbq=function(){n.callMethod? n.callMethod.apply(n,arguments):n.queue.push(arguments)};if(!f._fbq)f._fbq=n; n.push=n;n.loaded=!0;n.version='2.0';n.queue=[];t=b.createElement(e);t.async=!0; t.src=v;s=b.getElementsByTagName(e)[0];s.parentNode.insertBefore(t,s)}(window, document,'script','https://connect.facebook.net/en_US/fbevents.js'); fbq('init', '305572349637096'); fbq('track', "PageView");</script> <noscript><img height="1" width="1" style="display:none" src="https://www.facebook.com/tr?id=305572349637096&ev=PageView&noscript=1" /></noscript> <!-- End Facebook Pixel Code --> <!-- Global site tag (gtag.js) - Google Ads: 1013120100 --> <script async src="https://www.googletagmanager.com/gtag/js?id=AW-1013120100"></script> <script> window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'AW-1013120100'); </script> <!-- Event snippet for Behind the Bench Page View conversion page --> <script> gtag('event', 'conversion', {'send_to': 'AW-1013120100/_RFLCLT6yqsBEOT4i-MD'}); </script> <script type="application/ld+json"> {"@context":"http:\/\/schema.org","@type":"BlogPosting","mainEntityofPage":{"@type":"WebPage","@id":"https:\/\/www.thermofisher.com\/blog\/behindthebench\/the-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis\/"},"headline":"The Importance of Sensitivity and Specificity in Diagnosing Bovine Mastitis","datePublished":"06\/14\/2021","dateModified":"06\/14\/2021","publisher":{"@type":"Organization","name":"Thermo Fisher Scientific","URL":"https:\/\/www.thermofisher.com\/us\/en\/home.html","logo":{"@type":"ImageObject","url":"https:\/\/www.thermofisher.com\/content\/dam\/LifeTech\/Images\/Header\/logo-color.png"}},"image":{"@type":"ImageObject","url":"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/uploads\/sites\/9\/2021\/06\/PG2321-PJT6891-COL115142-EP2-Mastitis-Blog-Banners-GLOBAL-F_Social-1_1200x675_0000_Layer-3.jpg","width":1200,"height":675},"keywords":"animal health, bovine mastitis, m.bovis, PCR, ","author":{"@type":"Person","name":"Behind The Bench Staff"}} </script> <script>(()=>{var o=[],i={};["on","off","toggle","show"].forEach((l=>{i[l]=function(){o.push([l,arguments])}})),window.Boxzilla=i,window.boxzilla_queue=o})();</script> <script type="text/javascript" src="https://www.thermofisher.com/etc/designs/lifetech/clientlibs/digitaldata.js" defer="defer"></script> <script id="tagmanager" type="text/javascript" src='https://assets.adobedtm.com/launch-ENeecb77f1160a4928a492ff040f7110c7.min.js' defer="defer"></script> <script> (function($) { $(document).ready(function() { digitalData.setPageType('blog'); }) })(jQuery); </script> <style type="text/css" id="wp-custom-css"> /* Welcome to Custom CSS! To learn how this works, see http://wp.me/PEmnE-Bt */blockquote { width: 450px; color:#FFF; background: #7d7e7d; /* Old browsers */ background: -moz-linear-gradient(top, #7d7e7d 0%, #0e0e0e 100%); /* FF3.6+ */ background: -webkit-gradient(linear, left top, left bottom, color-stop(0%,#7d7e7d), color-stop(100%,#0e0e0e)); /* Chrome,Safari4+ */ background: -webkit-linear-gradient(top, #7d7e7d 0%,#0e0e0e 100%); /* Chrome10+,Safari5.1+ */ background: -o-linear-gradient(top, #7d7e7d 0%,#0e0e0e 100%); /* Opera 11.10+ */ background: -ms-linear-gradient(top, #7d7e7d 0%,#0e0e0e 100%); /* IE10+ */ background: linear-gradient(to bottom, #7d7e7d 0%,#0e0e0e 100%); /* W3C */ filter: progid:DXImageTransform.Microsoft.gradient( startColorstr=’#7d7e7d’, endColorstr=’#0e0e0e’,GradientType=0 ); /* IE6-9 */ border: 1px solid #ccc; border-radius: 6px; box-shadow: 1px 1px 1px #ccc; font-style: italic; } </style> </head> <body class="post-template-default single single-post postid-15225 single-format-standard header-image full-width-content genesis-breadcrumbs-visible"><div class="site-container"><header class="site-header"><div class="wrap"><div class="title-area"><p class="site-title"><a href="https://www.thermofisher.com/" title="Thermo Fisher Scientific">Thermo Fisher Scientific</a></p></div><div class="widget-area header-widget-area"><section id="nav_menu-2" class="widget widget_nav_menu"><div class="widget-wrap"><nav class="nav-header"><ul id="menu-main-menu" class="menu genesis-nav-menu"><li id="menu-item-15" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-15"><a><span >Categories</span></a> <ul class="sub-menu"> <li id="menu-item-22" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-22"><a href="https://www.thermofisher.com/blog/materials/"><span >Advancing Materials</span></a></li> <li id="menu-item-21" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-21"><a href="https://www.thermofisher.com/blog/mining/"><span >Advancing Mining</span></a></li> <li id="menu-item-17937" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-17937"><a href="https://www.thermofisher.com/blog/analyteguru/"><span >AnalyteGuru</span></a></li> <li id="menu-item-20" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-20"><a href="https://www.thermofisher.com/blog/metals/"><span >Analyzing Metals</span></a></li> <li id="menu-item-12913" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-12913"><a href="https://www.thermofisher.com/blog/ask-a-scientist/"><span >Ask a Scientist</span></a></li> <li id="menu-item-16" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-16"><a href="https://www.thermofisher.com/blog/behindthebench/"><span >Behind the Bench</span></a></li> <li id="menu-item-17769" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-17769"><a href="https://www.thermofisher.com/blog/biotechnology/"><span >Biotech at Scale</span></a></li> <li id="menu-item-16657" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-16657"><a href="https://www.thermofisher.com/blog/clinical-conversations/"><span >Clinical Conversations</span></a></li> <li id="menu-item-19" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-19"><a href="https://www.thermofisher.com/blog/food/"><span >Examining Food</span></a></li> <li id="menu-item-10924" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-10924"><a href="https://www.thermofisher.com/blog/identifying-threats/"><span >Identifying Threats</span></a></li> <li id="menu-item-16704" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-16704"><a href="https://www.thermofisher.com/blog/semiconductors/"><span >Illuminating Semiconductors</span></a></li> <li id="menu-item-16705" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-16705"><a href="https://www.thermofisher.com/blog/atomic-resolution/"><span >Life in Atomic Resolution</span></a></li> <li id="menu-item-10922" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-10922"><a href="https://www.thermofisher.com/blog/life-in-the-lab/"><span >Life in the Lab</span></a></li> <li id="menu-item-16658" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-16658"><a href="https://www.thermofisher.com/blog/oempowered/"><span >OEMpowered</span></a></li> <li id="menu-item-12812" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-12812"><a href="https://www.thermofisher.com/blog/connectedlab/"><span >The Connected Lab</span></a></li> </ul> </li> <li id="menu-item-24" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-24"><a href="https://www.thermofisher.com/blog/about-us/"><span >About Us</span></a></li> <li id="menu-item-25" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-25"><a href="https://www.thermofisher.com/blog/contact-us/?site=behindthebench"><span >Contact</span></a></li> </ul></nav></div></section> </div><div class="breadcrumb"><span class="breadcrumb-link-wrap"><a href="https://www.thermofisher.com/blog/?">Accelerating Science</a></span><span class="breadcrumb-link-wrap"><a class="breadcrumb-link" href="https://www.thermofisher.com/blog/behindthebench/"><span class="breadcrumb-link-text-wrap">Behind the Bench</span></a><meta ></span> <span aria-label="breadcrumb separator">/</span> <span class="breadcrumb-link-wrap"><a class="breadcrumb-link" href="https://www.thermofisher.com/blog/behindthebench/animal-health-and-agrigenomics/"><span class="breadcrumb-link-text-wrap">Animal Health and AgriGenomics</span></a><meta ></span> <span aria-label="breadcrumb separator">/</span> <span class="breadcrumb-current-title">The Importance of Sensitivity and Specificity in Diagnosing Bovine Mastitis</span></div></div></header><div class="site-inner"><div class="content-sidebar-wrap"><main class="content"><article class="post-15225 post type-post status-publish format-standard has-post-thumbnail category-animal-health-and-agrigenomics tag-animal-health tag-bovine-mastitis tag-m-bovis tag-pcr entry" aria-label="The Importance of Sensitivity and Specificity in Diagnosing Bovine Mastitis"><header class="entry-header"><h1 class="entry-title">The Importance of Sensitivity and Specificity in Diagnosing Bovine Mastitis</h1> <span class="post-info-author"> By <a href="https://www.thermofisher.com/blog/author/behind-the-bench-staff/" title="Posts by Behind The Bench Staff" rel="author">Behind The Bench Staff</a> </span> <span class="post-info-date"> 06.14.2021 </span> </header><div class="entry-content"><p><img decoding="async" class="aligncenter wp-image-15237 size-full" title="PCR offers specificity and sensitivity for bovine mastitis diagnosis" src="https://www.thermofisher.com/blog/behindthebench/wp-content/uploads/sites/9/2021/06/PG2321-PJT6891-COL115142-EP2-Mastitis-Blog-Banners-GLOBAL-F_Social-2-1200x628_0002_Layer-1-1.jpg" alt="free range dairy cows grazing in green pasture" width="1200" height="628" srcset="https://www.thermofisher.com/blog/behindthebench/wp-content/uploads/sites/9/2021/06/PG2321-PJT6891-COL115142-EP2-Mastitis-Blog-Banners-GLOBAL-F_Social-2-1200x628_0002_Layer-1-1.jpg 1200w, https://www.thermofisher.com/blog/behindthebench/wp-content/uploads/sites/9/2021/06/PG2321-PJT6891-COL115142-EP2-Mastitis-Blog-Banners-GLOBAL-F_Social-2-1200x628_0002_Layer-1-1-300x157.jpg 300w, https://www.thermofisher.com/blog/behindthebench/wp-content/uploads/sites/9/2021/06/PG2321-PJT6891-COL115142-EP2-Mastitis-Blog-Banners-GLOBAL-F_Social-2-1200x628_0002_Layer-1-1-1024x536.jpg 1024w, https://www.thermofisher.com/blog/behindthebench/wp-content/uploads/sites/9/2021/06/PG2321-PJT6891-COL115142-EP2-Mastitis-Blog-Banners-GLOBAL-F_Social-2-1200x628_0002_Layer-1-1-768x402.jpg 768w" sizes="(max-width: 1200px) 100vw, 1200px" /></p> <p>Have you ever received a “no growth” result in a bacterial culture when trying to <a title="Bovine Mastitis Diagnosis Has Never Been This Fast and Easy" href="https://www.thermofisher.com/us/en/home/industrial/animal-health/bovine-cattle-diagnostic-solutions/bovine-diseases/bovine-mastitis.html" target="_blank" rel="noopener">diagnose mastitis</a>? About 40–50% of clinically abnormal milk samples tested with traditional culture will come back with a “no growth” result, leaving dairy farmers right where they started—with a mastitic cow and no diagnosis for accurate treatment.</p> <h2>Sensitivity and Specificity for Accurate Disease Diagnosis</h2> <p>A diagnostic test with high sensitivity and specificity is the key to solving this problem. Sensitivity and specificity are measures of a diagnostic test&#8217;s ability to correctly classify an animal as having a disease or not having a disease.</p> <h3>High Sensitivity Means Fewer Positive Cases Are Missed</h3> <p>Sensitivity describes the ability to designate an animal with a disease as positive; if the diagnostic test is highly sensitive, it has few false-negative results, so fewer positive cases are missed.</p> <h3>High Specificity Means Few False-Positive Results</h3> <p>Specificity refers to the ability to identify an animal that does not have a disease as negative; if a test has high specificity, there are fewer false-positive results. It’s ideal to use a test that has both high sensitivity and high specificity.</p> <h2>M. Bovis Pathogen is Difficult to Culture</h2> <p>Some economically damaging mastitis pathogens like <em>Mycoplasma bovis</em> (<em>M. bovis</em>) are more difficult to identify than other pathogens. <em>M. bovis</em> is not an easy pathogen to culture because it’s highly delicate and can take up to 10 days to incubate. Unfortunately, many laboratories don’t have the capability to transport, handle, isolate and culture <em>M. bovis</em>, given its fragile nature.</p> <h3>Diagnosis by Culture Can Lead to Inaccurate Diagnoses</h3> <h4>There are multiple points of potential failure in the diagnosis by culture process.</h4> <p>With culture, it’s necessary to use a specialized transfer medium for <em>Mycoplasma</em> and transport the <em>M. bovis</em> sample to the lab quickly; otherwise, growth may be compromised. Plus, experts say lab staff must know exactly what they are looking for when it comes to <em>M. bovis</em>. Diagnosis by culture is a rather subjective process, which can further lead to inaccurate diagnoses. For all these reasons, it’s very difficult to get an accurate result for <em>M. bovis</em> using a standard culture technique. <em> </em></p> <h3>No Growth is Not a Failed Sample</h3> <h4>It means the culture did not identify the pathogen.</h4> <p>Farmers often think of a “no growth” result as a failed sample. However, a “no growth” result simply means the culture grown didn’t identify the pathogen. The clinical or subclinical mastitis could be caused by a variety of issues, including:</p> <ul> <li>A gram-negative pathogen</li> <li>An intermittent <strong><em>Staphylococcus aureus</em></strong> shedder</li> <li>A mycoplasma that is too delicate and didn’t survive transport to the laboratory</li> </ul> <h3>Knowing Pathogen Load is Critical</h3> <p>With culture, it’s common for a few pathogens to grow large colonies that dominate the dish, prohibiting the growth of other pathogens. Unfortunately, fast-growing pathogens aren’t necessarily the most important or the only pathogens to target. Knowing and understanding the full pathogen load is critical to solving a farmer’s mastitis infection rate in the herd.</p> <h3>Diagnosis by Culture Can Cost Farmers Time and Money</h3> <h4>No growth result requires extra testing, delays in diagnosis and risk of further herd infection.</h4> <p>The real downside to a “no growth” result is that it costs farmers time and money—time because additional testing will be required to get a conclusive result, and money because during the culture growth time, <em>M. bovis</em> and other mastitis-causing pathogens may spread to other cows, causing a negative economic impact on a farmer’s bottom line. Also, antibiotics administered to cows with mastitis could result in a “no growth” result, and the farmer is left unsure whether the cow had mastitis or the antibiotic cleared the pathogen. It’s critical to know what pathogen you are dealing with to help make the best mastitis treatment or management decision.</p> <p><strong>Related</strong>: <a title="Protect herd health and productivity with PCR" href="https://www.thermofisher.com/blog/behindthebench/protect-herd-health-and-productivity-with-pcr/" target="_blank" rel="noopener">Protect Herd Health and Productivity With Real-Time PCR</a></p> <h2>PCR Offers Numerous Advantages Over Diagnosis by Culture</h2> <div style="width: 510px" class="wp-caption alignright"><img decoding="async" class="alignright" style="float: right;margin: 5px" title="PCR offers specificity and sensitivity" src="https://www.thermofisher.com/blog/behindthebench/wp-content/uploads/sites/9/2021/06/cdc-rhcnmh9vlmw-unsplash-1-scaled.jpg" alt="Hands wearing green gloves fill pipettes in a lab" width="500" height="375" /><p class="wp-caption-text">Photo credit: CDC</p></div> <h3>Choose PCR for Fast, Accurate Diagnosis and Ease of Use</h3> <ul> <li>Real-time PCR delivers highly accurate results with low levels of false-positive or false-negative results.</li> <li>PCR doesn’t require a viable organism; only DNA is needed to get a reliable result.</li> <li>Real-time PCR diagnostic tests provide mastitis results in 2.5 to 3 hours and can be relayed to the farmer the same day. Culture results can take up to 10 days.</li> <li>The quick and accurate results of PCR can help to mitigate the spread of disease and potential economic loss, especially when testing for highly contagious mastitis pathogens that may require culling the herd.</li> <li>PCR can identify DNA from viable, dead or growth-inhibited pathogens.</li> <li>Results from a PCR test can provide detection of multiple mastitis-causing pathogens and offer more information to farmers and veterinarians to be able to monitor, track, and identify pathogen load over time in a herd using historical data.</li> </ul> <p><strong>Related</strong>: <a title="Real-Time PCR for Fast Results in Diagnosing Bovine Mastitis" href="https://www.thermofisher.com/blog/behindthebench/diagnosing-bovine-mastitis-real-time-pcr-for-fast-results/" target="_blank" rel="noopener">Diagnosing Bovine Mastitis: Real-Time PCR for Fast Results</a></p> <h3>PCR Provides Many Advantages</h3> <h4>Early detection of M. Bovis keeps disease off the farm and out of the herd.</h4> <p>One of the biggest risk factors of <em>M. bovis</em> transmission is the introduction of new cows to the herd. With the ability to detect infections before clinical signs have developed, PCR can offer buyers the opportunity to screen new additions to the herd and increase their biosecurity by keeping disease off the farm and out of the herd. It also helps to identify and remove those animals with persistent, subclinical infections, which continue to infect other cows in the herd.</p> <h4>Sample Gathering and Storage Flexibility</h4> <p>PCR can be used with individual cow samples or bulk milk samples, which can be fresh, frozen or preserved. Plus, PCR offers the flexibility to store samples in refrigerators or even in freezers. In contrast, culture samples must be recent and fresh, and are more susceptible to mishandling.</p> <h4>Faster Diagnosis</h4> <p>Overall, PCR allows for a faster diagnosis, which allows the veterinarian and farmer to quickly develop an action plan.</p> <p>Find out more at <a title="Bovine Mastitis Diagnosis Has Never Been This Fast and Easy" href="https://www.thermofisher.com/us/en/home/industrial/animal-health/bovine-cattle-diagnostic-solutions/bovine-diseases/bovine-mastitis.html" target="_blank" rel="noopener">thermofisher.com/mastitis</a></p> <p>For veterinary use only. For <em>in vitro</em> use only. Regulatory requirements vary by country; products may not be available in your geographic area.</p> <aside class="mashsb-container mashsb-main "><div class="mashsb_above_buttons">Share this article </div><div class="mashsb-box"><div class="mashsb-count mash-large" style="float:left"><div class="counts mashsbcount">751</div><span class="mashsb-sharetext">SHARES</span></div><div class="mashsb-buttons"><a class="mashicon-facebook mash-large mashsb-noshadow" href="https://www.facebook.com/sharer.php?u=https%3A%2F%2Fwww.thermofisher.com%2Fblog%2Fbehindthebench%2Fthe-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis%2F" target="_top" rel="nofollow"><span class="icon"></span><span class="text">Facebook</span></a><a class="mashicon-linkedin mash-large mashsb-noshadow" href="https://www.linkedin.com/shareArticle?trk=The+Importance+of+Sensitivity+and+Specificity+in+Diagnosing+Bovine+Mastitis&amp;url=https%3A%2F%2Fwww.thermofisher.com%2Fblog%2Fbehindthebench%2Fthe-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis%2F" target="_top" rel="nofollow"><span class="icon"></span><span class="text">Linkedin</span></a><a class="mashicon-twitter mash-large mashsb-noshadow" href="https://twitter.com/intent/tweet?text=The%20Importance%20of%20Sensitivity%20and%20Specificity%20in%20Diagnosing%20Bovine%20Mastitis&amp;url=https://www.thermofisher.com/blog/behindthebench/?p=15225&amp;via=thermofisher" target="_top" rel="nofollow"><span class="icon"></span><span class="text">Twitter</span></a><a class="mashicon-mail mash-large mashsb-noshadow" href="mailto:?subject=Check%20out%20this%20article%20from%20Accelerating%20Science&amp;body=Check%20out%20this%20article%20I%20just%20read%3Ahttps%3A%2F%2Fwww.thermofisher.com%2Fblog%2Fbehindthebench%2Fthe-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis%2F" target="_top" rel="nofollow"><span class="icon"></span><span class="text">Mail</span></a><div class="onoffswitch2 mash-large mashsb-noshadow" style="display:none"></div></div> </div> <div style="clear:both"></div><div class="mashsb-toggle-container"></div></aside> <!-- Share buttons by mashshare.net - Version: 4.0.47--></div></article> <div id="respond" class="comment-respond"> <h3 id="reply-title" class="comment-reply-title">Leave a Reply <small><a rel="nofollow" id="cancel-comment-reply-link" href="/behindthebench/the-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis/#respond" style="display:none;">Cancel reply</a></small></h3><form action="https://www.thermofisher.com/blog/behindthebench/wp-comments-post.php" method="post" id="commentform" class="comment-form" novalidate><p class="comment-notes"><span id="email-notes">Your email address will not be published.</span> <span class="required-field-message">Required fields are marked <span class="required">*</span></span></p><p class="comment-form-comment"><label for="comment">Comment <span class="required">*</span></label> <textarea id="comment" name="comment" cols="45" rows="8" maxlength="65525" required></textarea></p><p class="comment-form-author"><label for="author">Name <span class="required">*</span></label> <input id="author" name="author" type="text" value="" size="30" maxlength="245" autocomplete="name" required /></p> <p class="comment-form-email"><label for="email">Email <span class="required">*</span></label> <input id="email" name="email" type="email" value="" size="30" maxlength="100" aria-describedby="email-notes" autocomplete="email" required /></p> <p class="comment-form-url"><label for="url">Website</label> <input id="url" name="url" type="url" value="" size="30" maxlength="200" autocomplete="url" /></p> <p class="form-submit"><input name="submit" type="submit" id="submit" class="submit" value="Post Comment" /> <input type='hidden' name='comment_post_ID' value='15225' id='comment_post_ID' /> <input type='hidden' name='comment_parent' id='comment_parent' value='0' /> </p><p style="display: none;"><input type="hidden" id="akismet_comment_nonce" name="akismet_comment_nonce" value="2f5b5af608" /></p><p style="display: none !important;" class="akismet-fields-container" data-prefix="ak_"><label>&#916;<textarea name="ak_hp_textarea" cols="45" rows="8" maxlength="100"></textarea></label><input type="hidden" id="ak_js_2" name="ak_js" value="216"/><script>document.getElementById( "ak_js_2" ).setAttribute( "value", ( new Date() ).getTime() );</script></p></form> </div><!-- #respond --> <div class="adjacent-entry-pagination pagination"><div class="pagination-previous alignleft"><i class="fa fa-icon fa-chevron-left"></i> <a href="https://www.thermofisher.com/blog/behindthebench/how-does-no-mask-required-affect-air-quality-and-risk-mitigation-strategies/" rel="prev">How Does “No Mask Required” Affect Air Quality and Risk Mitigation Strategies</a></div><div class="pagination-next alignright"><a href="https://www.thermofisher.com/blog/behindthebench/is-it-a-t-cell-or-b-cell-antibodies-for-immunophenotyping/" rel="next">Is it a T-Cell or B-Cell? Antibodies for Immunophenotyping</a> <i class="fa fa-icon fa-chevron-right"></i></div></div></main></div></div><footer class="site-footer"><div class="wrap"><div class="creds"><p class="footer-links"><a href="https://corporate.thermofisher.com/en/footer/privacy-statement.html" target="_blank" rel="noopener noreferrer">Privacy Statement</a><a href="https://corporate.thermofisher.com/en/footer/terms-and-conditions.html" target="_blank" rel="noopener noreferrer">Terms &amp; Conditions</a><a href="/blog/locations/">Locations</a><a href="/blog/sitemap/">Sitemap</a></p><p>&copy; 2025 <a href="https://www.thermofisher.com">Thermo Fisher Scientific</a>. All Rights Reserved.</p></div><span class="social-links"><p>Talk to us</p><a href="https://www.facebook.com/thermofisher" class="facebook" target="_blank" rel="noopener noreferrer"><i class="fa fa-icon fa-facebook"></i></a><a href="https://www.linkedin.com/company/thermo-fisher-scientific" class="linkedin" target="_blank" rel="noopener noreferrer"><i class="fa fa-icon fa-linkedin"></i></a><a href="https://twitter.com/thermofisher" class="twitter" target="_blank" rel="noopener noreferrer"><i class="fa fa-icon fa-twitter"></i></a><a href="https://www.youtube.com/c/thermofisher" class="youtube" target="_blank" rel="noopener noreferrer"><i class="fa fa-icon fa-youtube"></i></a></span></div></footer></div><div style="display: none;"><div id="boxzilla-box-10626-content"><p><h4>Get news and research reviews on the topic of your choice, right in your inbox.</h4> </p> <p><a id="subscribe" class="button" href="#">Subscribe Now</a></p> <div id="subscribe-form"> <div class='gf_browser_chrome gform_wrapper gform_legacy_markup_wrapper gform-theme--no-framework' data-form-theme='legacy' data-form-index='0' id='gform_wrapper_1' ><form method='post' enctype='multipart/form-data' id='gform_1' action='/blog/behindthebench/the-importance-of-sensitivity-and-specificity-in-diagnosing-bovine-mastitis/' formid='1'> <div class='gform-body gform_body'><ul id='gform_fields_1' class='gform_fields top_label form_sublabel_above description_below validation_below'><li id="field_1_4" class="gfield gfield--type-text first-name field_sublabel_above gfield--no-description field_description_below field_validation_below gfield_visibility_visible" data-js-reload="field_1_4" ><label class='gfield_label gform-field-label screen-reader-text' for='input_1_4'>First Name</label><div class='ginput_container ginput_container_text'><input name='input_4' id='input_1_4' type='text' value='' class='large' placeholder='First Name' aria-invalid="false" /></div></li><li id="field_1_5" class="gfield gfield--type-text last-name field_sublabel_above gfield--no-description field_description_below field_validation_below gfield_visibility_visible" data-js-reload="field_1_5" ><label class='gfield_label gform-field-label screen-reader-text' for='input_1_5'>Last Name</label><div class='ginput_container ginput_container_text'><input name='input_5' id='input_1_5' type='text' value='' class='large' placeholder='Last Name' aria-invalid="false" /></div></li><li id="field_1_2" class="gfield gfield--type-email email gfield_contains_required field_sublabel_above gfield--no-description field_description_below field_validation_below gfield_visibility_visible" data-js-reload="field_1_2" ><label class='gfield_label gform-field-label screen-reader-text' for='input_1_2'>Email<span class="gfield_required"><span class="gfield_required gfield_required_asterisk">*</span></span></label><div class='ginput_container ginput_container_email'> <input name='input_2' id='input_1_2' type='email' value='' class='large' placeholder='Email' aria-required="true" aria-invalid="false" /> </div></li><li id="field_1_6" class="gfield gfield--type-text company field_sublabel_above gfield--no-description field_description_below field_validation_below gfield_visibility_visible" data-js-reload="field_1_6" ><label class='gfield_label gform-field-label screen-reader-text' for='input_1_6'>Company</label><div class='ginput_container ginput_container_text'><input name='input_6' id='input_1_6' type='text' value='' class='large' placeholder='Company' aria-invalid="false" /></div></li><li id="field_1_7" class="gfield gfield--type-select country gfield_contains_required field_sublabel_above gfield--no-description field_description_below field_validation_below gfield_visibility_visible" data-js-reload="field_1_7" ><label class='gfield_label gform-field-label screen-reader-text' for='input_1_7'>Select your country/region<span class="gfield_required"><span class="gfield_required gfield_required_asterisk">*</span></span></label><div class='ginput_container ginput_container_select'><select name='input_7' id='input_1_7' class='large gfield_select' aria-required="true" aria-invalid="false" ><option value='' selected='selected' class='gf_placeholder'>Select your country/region</option><option value='United States' >United States</option><option value='Canada' >Canada</option><option value='Afghanistan' >Afghanistan</option><option value='Albania' >Albania</option><option value='Algeria' >Algeria</option><option value='American Samoa' >American Samoa</option><option value='Andorra' >Andorra</option><option value='Angola' >Angola</option><option value='Anguilla' >Anguilla</option><option value='Antarctica' >Antarctica</option><option value='Antigua and Barbuda' >Antigua and Barbuda</option><option value='Argentina' >Argentina</option><option value='Armenia' >Armenia</option><option value='Aruba' >Aruba</option><option value='Australia' >Australia</option><option value='Austria' >Austria</option><option value='Azerbaijan' >Azerbaijan</option><option value='Bahamas' >Bahamas</option><option value='Bahrain' >Bahrain</option><option value='Bangladesh' >Bangladesh</option><option value='Barbados' >Barbados</option><option value='Belarus' >Belarus</option><option value='Belgium' >Belgium</option><option value='Belize' >Belize</option><option value='Benin' >Benin</option><option value='Bermuda' >Bermuda</option><option value='Bhutan' >Bhutan</option><option value='Bolivia' >Bolivia</option><option value='Bosnia and Herzegovina' >Bosnia and Herzegovina</option><option value='Botswana' >Botswana</option><option value='Bouvet Island' >Bouvet Island</option><option value='Brazil' >Brazil</option><option value='British Indian Ocean Territory' >British Indian Ocean Territory</option><option value='Brunei Darussalam' >Brunei Darussalam</option><option value='Bulgaria' >Bulgaria</option><option value='Burkina Faso' >Burkina Faso</option><option value='Burundi' >Burundi</option><option value='Cambodia' >Cambodia</option><option value='Cameroon' >Cameroon</option><option value='Cape Verde' >Cape Verde</option><option value='Cayman Islands' >Cayman Islands</option><option value='Central African Republic' >Central African Republic</option><option value='Chad' >Chad</option><option value='Chile' >Chile</option><option value='China' >China</option><option value='Christmas Island' >Christmas Island</option><option value='Cocos (Keeling) Islands' >Cocos (Keeling) Islands</option><option value='Colombia' >Colombia</option><option value='Comoros' >Comoros</option><option value='Congo' >Congo</option><option value='Congo, The Democratic Republic of' >Congo, The Democratic Republic of</option><option value='Cook Islands' >Cook Islands</option><option value='Costa Rica' >Costa Rica</option><option value='Cote D&#039;Ivoire' >Cote D&#039;Ivoire</option><option value='Croatia' >Croatia</option><option value='Cuba' >Cuba</option><option value='Cyprus' >Cyprus</option><option value='Czech Republic' >Czech Republic</option><option value='Denmark' >Denmark</option><option value='Djibouti' >Djibouti</option><option value='Dominica' >Dominica</option><option value='Dominican Republic' >Dominican Republic</option><option value='East Timor' >East Timor</option><option value='Ecuador' >Ecuador</option><option value='Egypt' >Egypt</option><option value='El Salvador' >El Salvador</option><option value='Equatorial Guinea' >Equatorial Guinea</option><option value='Eritrea' >Eritrea</option><option value='Estonia' >Estonia</option><option value='Ethiopia' >Ethiopia</option><option value='Falkland Islands (Malvinas)' >Falkland Islands (Malvinas)</option><option value='Faroe Islands' >Faroe Islands</option><option value='Fiji' >Fiji</option><option value='Finland' >Finland</option><option value='Fmr Yugoslav Rep of Macedonia' >Fmr Yugoslav Rep of Macedonia</option><option value='France' >France</option><option value='French Guiana' >French Guiana</option><option value='French Polynesia' >French Polynesia</option><option value='French Southern Territories' >French Southern Territories</option><option value='Gabon' >Gabon</option><option value='Gambia' >Gambia</option><option value='Georgia' >Georgia</option><option value='Germany' >Germany</option><option value='Ghana' >Ghana</option><option value='Gibraltar' >Gibraltar</option><option value='Greece' >Greece</option><option value='Greenland' >Greenland</option><option value='Grenada' >Grenada</option><option value='Guadeloupe' >Guadeloupe</option><option value='Guam' >Guam</option><option value='Guatemala' >Guatemala</option><option value='Guinea' >Guinea</option><option value='Guinea-Bissau' >Guinea-Bissau</option><option value='Guyana' >Guyana</option><option value='Haiti' >Haiti</option><option value='Heard and McDonald Islands' >Heard and McDonald Islands</option><option value='Holy See (Vatican City State)' >Holy See (Vatican City State)</option><option value='Honduras' >Honduras</option><option value='Hong Kong' >Hong Kong</option><option value='Hungary' >Hungary</option><option value='Iceland' >Iceland</option><option value='India' >India</option><option value='Indonesia' >Indonesia</option><option value='Iran (Islamic Republic Of)' >Iran (Islamic Republic Of)</option><option value='Iraq' >Iraq</option><option value='Ireland' >Ireland</option><option value='Israel' >Israel</option><option value='Italy' >Italy</option><option value='Jamaica' >Jamaica</option><option value='Japan' >Japan</option><option value='Jordan' >Jordan</option><option value='Kazakstan' >Kazakstan</option><option value='Kenya' >Kenya</option><option value='Kiribati' >Kiribati</option><option value='Korea, Democratic People&#039;s Rep' >Korea, Democratic People&#039;s Rep</option><option value='Korea, Republic of' >Korea, Republic of</option><option value='Kuwait' >Kuwait</option><option value='Kyrgyzstan' >Kyrgyzstan</option><option value='Lao People&#039;s Democratic Rep' >Lao People&#039;s Democratic Rep</option><option value='Latvia' >Latvia</option><option value='Lebanon' >Lebanon</option><option value='Lesotho' >Lesotho</option><option value='Liberia' >Liberia</option><option value='Libyan Arab Jamahiriya' >Libyan Arab Jamahiriya</option><option value='Liechtenstein' >Liechtenstein</option><option value='Lithuania' >Lithuania</option><option value='Luxembourg' >Luxembourg</option><option value='Macau' >Macau</option><option value='Madagascar' >Madagascar</option><option value='Malawi' >Malawi</option><option value='Malaysia' >Malaysia</option><option value='Maldives' >Maldives</option><option value='Mali' >Mali</option><option value='Malta' >Malta</option><option value='Marshall Islands' >Marshall Islands</option><option value='Martinique' >Martinique</option><option value='Mauritania' >Mauritania</option><option value='Mauritius' >Mauritius</option><option value='Mayotte' >Mayotte</option><option value='Mexico' >Mexico</option><option value='Micronesia, Federated States' >Micronesia, Federated States</option><option value='Moldova, Republic of' >Moldova, Republic of</option><option value='Monaco' >Monaco</option><option value='Mongolia' >Mongolia</option><option value='Montserrat' >Montserrat</option><option value='Morocco' >Morocco</option><option value='Mozambique' >Mozambique</option><option value='Myanmar' >Myanmar</option><option value='Namibia' >Namibia</option><option value='Nauru' >Nauru</option><option value='Nepal' >Nepal</option><option value='Netherlands' >Netherlands</option><option value='Netherlands Antilles' >Netherlands Antilles</option><option value='New Caledonia' >New Caledonia</option><option value='New Zealand' >New Zealand</option><option value='Nicaragua' >Nicaragua</option><option value='Niger' >Niger</option><option value='Nigeria' >Nigeria</option><option value='Niue' >Niue</option><option value='Norfolk Island' >Norfolk Island</option><option value='Northern Mariana Islands' >Northern Mariana Islands</option><option value='Norway' >Norway</option><option value='Oman' >Oman</option><option value='Pakistan' >Pakistan</option><option value='Palau' >Palau</option><option value='Panama' >Panama</option><option value='Papua New Guinea' >Papua New Guinea</option><option value='Paraguay' >Paraguay</option><option value='Peru' >Peru</option><option value='Philippines' >Philippines</option><option value='Pitcairn' >Pitcairn</option><option value='Poland' >Poland</option><option value='Portugal' >Portugal</option><option value='Puerto Rico' >Puerto Rico</option><option value='Qatar' >Qatar</option><option value='Reunion' >Reunion</option><option value='Romania' >Romania</option><option value='Russian Federation' >Russian Federation</option><option value='Rwanda' >Rwanda</option><option value='Saint Helena' >Saint Helena</option><option value='Saint Kitts and Nevis' >Saint Kitts and Nevis</option><option value='Saint Lucia' >Saint Lucia</option><option value='Saint Pierre and Miquelon' >Saint Pierre and Miquelon</option><option value='Samoa' >Samoa</option><option value='San Marino' >San Marino</option><option value='Sao Tome and Principe' >Sao Tome and Principe</option><option value='Saudi Arabia' >Saudi Arabia</option><option value='Senegal' >Senegal</option><option value='Seychelles' >Seychelles</option><option value='Sierra Leone' >Sierra Leone</option><option value='Singapore' >Singapore</option><option value='Slovakia' >Slovakia</option><option value='Slovenia' >Slovenia</option><option value='Solomon Islands' >Solomon Islands</option><option value='Somalia' >Somalia</option><option value='South Africa' >South Africa</option><option value='Spain' >Spain</option><option value='Sri Lanka' >Sri Lanka</option><option value='Sth Georgia &amp; Sth Sandwich Is' >Sth Georgia &amp; Sth Sandwich Is</option><option value='St Vincent and the Grenadines' >St Vincent and the Grenadines</option><option value='Sudan' >Sudan</option><option value='Suriname' >Suriname</option><option value='Svalbard and Jan Mayen' >Svalbard and Jan Mayen</option><option value='Swaziland' >Swaziland</option><option value='Sweden' >Sweden</option><option value='Switzerland' >Switzerland</option><option value='Syrian Arab Republic' >Syrian Arab Republic</option><option value='Taiwan, Province of China' >Taiwan, Province of China</option><option value='Tajikistan' >Tajikistan</option><option value='Tanzania, United Republic of' >Tanzania, United Republic of</option><option value='Thailand' >Thailand</option><option value='Togo' >Togo</option><option value='Tokelau' >Tokelau</option><option value='Tonga' >Tonga</option><option value='Trinidad and Tobago' >Trinidad and Tobago</option><option value='Tunisia' >Tunisia</option><option value='Turkey' >Turkey</option><option value='Turkmenistan' >Turkmenistan</option><option value='Turks and Caicos Islands' >Turks and Caicos Islands</option><option value='Tuvalu' >Tuvalu</option><option value='Uganda' >Uganda</option><option value='Ukraine' >Ukraine</option><option value='United Arab Emirates' >United Arab Emirates</option><option value='United Kingdom' >United Kingdom</option><option value='Uruguay' >Uruguay</option><option value='US Minor Outlying Islands' >US Minor Outlying Islands</option><option value='Uzbekistan' >Uzbekistan</option><option value='Vanuatu' >Vanuatu</option><option value='Venezuela' >Venezuela</option><option value='Vietnam' >Vietnam</option><option value='Virgin Islands (British)' >Virgin Islands (British)</option><option value='Virgin Islands (U.S.)' >Virgin Islands (U.S.)</option><option value='Wallis and Futuna Islands' >Wallis and Futuna Islands</option><option value='Western Sahara' >Western Sahara</option><option value='Yemen' >Yemen</option><option value='Yugoslavia' >Yugoslavia</option><option value='Zambia' >Zambia</option><option value='Zimbabwe' >Zimbabwe</option></select></div></li><li id="field_1_8" class="gfield gfield--type-select sub-category gfield_contains_required field_sublabel_above gfield--no-description field_description_below field_validation_below gfield_visibility_visible" data-js-reload="field_1_8" ><label class='gfield_label gform-field-label screen-reader-text' for='input_1_8'>Pick a category<span class="gfield_required"><span class="gfield_required gfield_required_asterisk">*</span></span></label><div class='ginput_container ginput_container_select'><select name='input_8' id='input_1_8' class='large gfield_select' aria-required="true" aria-invalid="false" ><option value='' selected='selected' class='gf_placeholder'>Pick a category</option><option value='Accelerating Microscopy' >Accelerating Microscopy</option><option value='Advancing Materials' >Advancing Materials</option><option value='Advancing Mining' >Advancing Mining</option><option value='Analyzing Metals' >Analyzing Metals</option><option value='Behind the Bench' selected='selected'>Behind the Bench</option><option value='Examining Food' >Examining Food</option><option value='Identifying Threats' >Identifying Threats</option><option value='Life in the Lab' >Life in the Lab</option></select></div></li><li id="field_1_9" class="gfield gfield--type-checkbox gfield--type-choice gfield_contains_required field_sublabel_above gfield--no-description field_description_below field_validation_below gfield_visibility_visible" data-js-reload="field_1_9" ><label class='gfield_label gform-field-label screen-reader-text gfield_label_before_complex' ><span class="gfield_required"><span class="gfield_required gfield_required_asterisk">*</span></span></label><div class='ginput_container ginput_container_checkbox'><ul class='gfield_checkbox' id='input_1_9'><li class='gchoice gchoice_1_9_1'> <input class='gfield-choice-input' name='input_9.1' type='checkbox' value='1' id='choice_1_9_1' /> <label for='choice_1_9_1' id='label_1_9_1' class='gform-field-label gform-field-label--type-inline'>I would like to receive information about content, events, products, services and promotions from Thermo Fisher Scientific and its affiliates. I agree for the Thermo Fisher Scientific group (thermofisher.com/legalentities) to contact me by email and/or telephone to inform me of events, products, services and/or promotions offered in connection with the brands Thermo Scientific™, Applied Biosystems™, Invitrogen™, Gibco™, Ion Torrent ™, Unity Lab Services™, Fisher Scientifc™. I can withdraw my consent and unsubscribe at any time by emailing reply@thermofisher.com By submitting my data, I give consent to the collection, processing and use of my personal data in accordance with the Thermo Fisher Scientific Policy (thermofisher.com/privacypolicy).</label> </li></ul></div></li><li id="field_1_10" class="gfield gfield--type-hidden gform_hidden field_sublabel_above gfield--no-description field_description_below field_validation_below gfield_visibility_visible" data-js-reload="field_1_10" ><div class='ginput_container ginput_container_text'><input name='input_10' id='input_1_10' type='hidden' class='gform_hidden' aria-invalid="false" value='Behind the Bench' /></div></li><li id="field_1_11" class="gfield gfield--type-honeypot gform_validation_container field_sublabel_above gfield--has-description field_description_below field_validation_below gfield_visibility_visible" data-js-reload="field_1_11" ><label class='gfield_label gform-field-label' for='input_1_11'>Comments</label><div class='ginput_container'><input name='input_11' id='input_1_11' type='text' value='' autocomplete='new-password'/></div><div class='gfield_description' id='gfield_description_1_11'>This field is for validation purposes and should be left unchanged.</div></li></ul></div> <div class='gform-footer gform_footer top_label'> <input type='submit' id='gform_submit_button_1' class='gform_button button' onclick='gform.submission.handleButtonClick(this);' value='Subscribe' /> <input type='hidden' class='gform_hidden' name='gform_submission_method' data-js='gform_submission_method_1' value='postback' /> <input type='hidden' class='gform_hidden' name='gform_theme' data-js='gform_theme_1' id='gform_theme_1' value='legacy' /> <input type='hidden' class='gform_hidden' name='gform_style_settings' data-js='gform_style_settings_1' id='gform_style_settings_1' value='' /> <input type='hidden' class='gform_hidden' name='is_submit_1' value='1' /> <input type='hidden' class='gform_hidden' name='gform_submit' value='1' /> <input type='hidden' class='gform_hidden' name='gform_unique_id' value='' /> <input type='hidden' class='gform_hidden' name='state_1' value='WyJbXSIsImFiYmI5YzY2YWJjNDlmYzYwZjUzMTBiZjQ0NGIwZGNmIl0=' /> <input type='hidden' autocomplete='off' class='gform_hidden' name='gform_target_page_number_1' id='gform_target_page_number_1' value='0' /> <input type='hidden' autocomplete='off' class='gform_hidden' name='gform_source_page_number_1' id='gform_source_page_number_1' value='1' /> <input type='hidden' name='gform_field_values' value='' /> </div> <p style="display: none !important;" class="akismet-fields-container" data-prefix="ak_"><label>&#916;<textarea name="ak_hp_textarea" cols="45" rows="8" maxlength="100"></textarea></label><input type="hidden" id="ak_js_3" name="ak_js" value="244"/><script>document.getElementById( "ak_js_3" ).setAttribute( "value", ( new Date() ).getTime() );</script></p></form> </div><script type="text/javascript"> /* <![CDATA[ */ gform.initializeOnLoaded( function() {gformInitSpinner( 1, 'https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/gravityforms/images/spinner.svg', true );jQuery('#gform_ajax_frame_1').on('load',function(){var contents = jQuery(this).contents().find('*').html();var is_postback = contents.indexOf('GF_AJAX_POSTBACK') >= 0;if(!is_postback){return;}var form_content = jQuery(this).contents().find('#gform_wrapper_1');var is_confirmation = jQuery(this).contents().find('#gform_confirmation_wrapper_1').length > 0;var is_redirect = contents.indexOf('gformRedirect(){') >= 0;var is_form = form_content.length > 0 && ! is_redirect && ! is_confirmation;var mt = parseInt(jQuery('html').css('margin-top'), 10) + parseInt(jQuery('body').css('margin-top'), 10) + 100;if(is_form){jQuery('#gform_wrapper_1').html(form_content.html());if(form_content.hasClass('gform_validation_error')){jQuery('#gform_wrapper_1').addClass('gform_validation_error');} else {jQuery('#gform_wrapper_1').removeClass('gform_validation_error');}setTimeout( function() { /* delay the scroll by 50 milliseconds to fix a bug in chrome */ }, 50 );if(window['gformInitDatepicker']) {gformInitDatepicker();}if(window['gformInitPriceFields']) {gformInitPriceFields();}var current_page = jQuery('#gform_source_page_number_1').val();gformInitSpinner( 1, 'https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/gravityforms/images/spinner.svg', true );jQuery(document).trigger('gform_page_loaded', [1, current_page]);window['gf_submitting_1'] = false;}else if(!is_redirect){var confirmation_content = jQuery(this).contents().find('.GF_AJAX_POSTBACK').html();if(!confirmation_content){confirmation_content = contents;}jQuery('#gform_wrapper_1').replaceWith(confirmation_content);jQuery(document).trigger('gform_confirmation_loaded', [1]);window['gf_submitting_1'] = false;wp.a11y.speak(jQuery('#gform_confirmation_message_1').text());}else{jQuery('#gform_1').append(contents);if(window['gformRedirect']) {gformRedirect();}}jQuery(document).trigger("gform_pre_post_render", [{ formId: "1", currentPage: "current_page", abort: function() { this.preventDefault(); } }]); if (event && event.defaultPrevented) { return; } const gformWrapperDiv = document.getElementById( "gform_wrapper_1" ); if ( gformWrapperDiv ) { const visibilitySpan = document.createElement( "span" ); visibilitySpan.id = "gform_visibility_test_1"; gformWrapperDiv.insertAdjacentElement( "afterend", visibilitySpan ); } const visibilityTestDiv = document.getElementById( "gform_visibility_test_1" ); let postRenderFired = false; function triggerPostRender() { if ( postRenderFired ) { return; } postRenderFired = true; jQuery( document ).trigger( 'gform_post_render', [1, current_page] ); gform.utils.trigger( { event: 'gform/postRender', native: false, data: { formId: 1, currentPage: current_page } } ); gform.utils.trigger( { event: 'gform/post_render', native: false, data: { formId: 1, currentPage: current_page } } ); if ( visibilityTestDiv ) { visibilityTestDiv.parentNode.removeChild( visibilityTestDiv ); } } function debounce( func, wait, immediate ) { var timeout; return function() { var context = this, args = arguments; var later = function() { timeout = null; if ( !immediate ) func.apply( context, args ); }; var callNow = immediate && !timeout; clearTimeout( timeout ); timeout = setTimeout( later, wait ); if ( callNow ) func.apply( context, args ); }; } const debouncedTriggerPostRender = debounce( function() { triggerPostRender(); }, 200 ); if ( visibilityTestDiv && visibilityTestDiv.offsetParent === null ) { const observer = new MutationObserver( ( mutations ) => { mutations.forEach( ( mutation ) => { if ( mutation.type === 'attributes' && visibilityTestDiv.offsetParent !== null ) { debouncedTriggerPostRender(); observer.disconnect(); } }); }); observer.observe( document.body, { attributes: true, childList: false, subtree: true, attributeFilter: [ 'style', 'class' ], }); } else { triggerPostRender(); } } );} ); /* ]]> */ </script> </div> </div></div><script>if(window.location.search.indexOf('post_id')!=-1){ window.close();}jQuery(document).ready(function ($) { $('p').mashSelectionSharer();});</script> <!-- WP Live Search --> <script type="text/html" id="wpls--tmpl"> <li class="search-result"> <a href="<%= post.link %>"> <div class="wpls--item-title-wrap"> <h4 class="wpls--item-title"><%= post.title %></h4> </div> </a> </li> </script> <script type="text/javascript"> /* MonsterInsights Scroll Tracking */ if ( typeof(jQuery) !== 'undefined' ) { jQuery( document ).ready(function(){ function monsterinsights_scroll_tracking_load() { if ( ( typeof(__gaTracker) !== 'undefined' && __gaTracker && __gaTracker.hasOwnProperty( "loaded" ) && __gaTracker.loaded == true ) || ( typeof(__gtagTracker) !== 'undefined' && __gtagTracker ) ) { (function(factory) { factory(jQuery); }(function($) { /* Scroll Depth */ "use strict"; var defaults = { percentage: true }; var $window = $(window), cache = [], scrollEventBound = false, lastPixelDepth = 0; /* * Plugin */ $.scrollDepth = function(options) { var startTime = +new Date(); options = $.extend({}, defaults, options); /* * Functions */ function sendEvent(action, label, scrollDistance, timing) { if ( 'undefined' === typeof MonsterInsightsObject || 'undefined' === typeof MonsterInsightsObject.sendEvent ) { return; } var paramName = action.toLowerCase(); var fieldsArray = { send_to: 'G-K4QTN4KM25', non_interaction: true }; fieldsArray[paramName] = label; if (arguments.length > 3) { fieldsArray.scroll_timing = timing MonsterInsightsObject.sendEvent('event', 'scroll_depth', fieldsArray); } else { MonsterInsightsObject.sendEvent('event', 'scroll_depth', fieldsArray); } } function calculateMarks(docHeight) { return { '25%' : parseInt(docHeight * 0.25, 10), '50%' : parseInt(docHeight * 0.50, 10), '75%' : parseInt(docHeight * 0.75, 10), /* Cushion to trigger 100% event in iOS */ '100%': docHeight - 5 }; } function checkMarks(marks, scrollDistance, timing) { /* Check each active mark */ $.each(marks, function(key, val) { if ( $.inArray(key, cache) === -1 && scrollDistance >= val ) { sendEvent('Percentage', key, scrollDistance, timing); cache.push(key); } }); } function rounded(scrollDistance) { /* Returns String */ return (Math.floor(scrollDistance/250) * 250).toString(); } function init() { bindScrollDepth(); } /* * Public Methods */ /* Reset Scroll Depth with the originally initialized options */ $.scrollDepth.reset = function() { cache = []; lastPixelDepth = 0; $window.off('scroll.scrollDepth'); bindScrollDepth(); }; /* Add DOM elements to be tracked */ $.scrollDepth.addElements = function(elems) { if (typeof elems == "undefined" || !$.isArray(elems)) { return; } $.merge(options.elements, elems); /* If scroll event has been unbound from window, rebind */ if (!scrollEventBound) { bindScrollDepth(); } }; /* Remove DOM elements currently tracked */ $.scrollDepth.removeElements = function(elems) { if (typeof elems == "undefined" || !$.isArray(elems)) { return; } $.each(elems, function(index, elem) { var inElementsArray = $.inArray(elem, options.elements); var inCacheArray = $.inArray(elem, cache); if (inElementsArray != -1) { options.elements.splice(inElementsArray, 1); } if (inCacheArray != -1) { cache.splice(inCacheArray, 1); } }); }; /* * Throttle function borrowed from: * Underscore.js 1.5.2 * http://underscorejs.org * (c) 2009-2013 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors * Underscore may be freely distributed under the MIT license. */ function throttle(func, wait) { var context, args, result; var timeout = null; var previous = 0; var later = function() { previous = new Date; timeout = null; result = func.apply(context, args); }; return function() { var now = new Date; if (!previous) previous = now; var remaining = wait - (now - previous); context = this; args = arguments; if (remaining <= 0) { clearTimeout(timeout); timeout = null; previous = now; result = func.apply(context, args); } else if (!timeout) { timeout = setTimeout(later, remaining); } return result; }; } /* * Scroll Event */ function bindScrollDepth() { scrollEventBound = true; $window.on('scroll.scrollDepth', throttle(function() { /* * We calculate document and window height on each scroll event to * account for dynamic DOM changes. */ var docHeight = $(document).height(), winHeight = window.innerHeight ? window.innerHeight : $window.height(), scrollDistance = $window.scrollTop() + winHeight, /* Recalculate percentage marks */ marks = calculateMarks(docHeight), /* Timing */ timing = +new Date - startTime; checkMarks(marks, scrollDistance, timing); }, 500)); } init(); }; /* UMD export */ return $.scrollDepth; })); jQuery.scrollDepth(); } else { setTimeout(monsterinsights_scroll_tracking_load, 200); } } monsterinsights_scroll_tracking_load(); }); } /* End MonsterInsights Scroll Tracking */ </script><script type="text/javascript" id="wpls-script-js-extra"> /* <![CDATA[ */ var wp_search_vars = {"helperText":"one more character","api":"https:\/\/admin.acceleratingscience.com\/wp-json\/as\/v1\/all-posts\/9"}; /* ]]> */ </script> <script type="text/javascript" src="https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/wp-search-live/public/assets/js/wp-live-search.js?ver=0.9" id="wpls-script-js"></script> <script type="text/javascript" src="https://www.thermofisher.com/blog//wp-includes/js/comment-reply.min.js?ver=6.7.1" id="comment-reply-js" async="async" data-wp-strategy="async"></script> <script type="text/javascript" src="https://www.thermofisher.com/blog//wp-includes/js/dist/dom-ready.min.js?ver=f77871ff7694fffea381" id="wp-dom-ready-js"></script> <script type="text/javascript" src="https://www.thermofisher.com/blog//wp-includes/js/dist/hooks.min.js?ver=4d63a3d491d11ffd8ac6" id="wp-hooks-js"></script> <script type="text/javascript" src="https://www.thermofisher.com/blog//wp-includes/js/dist/i18n.min.js?ver=5e580eb46a90c2b997e6" id="wp-i18n-js"></script> <script type="text/javascript" id="wp-i18n-js-after"> /* <![CDATA[ */ wp.i18n.setLocaleData( { 'text direction\u0004ltr': [ 'ltr' ] } ); /* ]]> */ </script> <script type="text/javascript" src="https://www.thermofisher.com/blog//wp-includes/js/dist/a11y.min.js?ver=3156534cc54473497e14" id="wp-a11y-js"></script> <script type="text/javascript" defer='defer' src="https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/gravityforms/js/placeholders.jquery.min.js?ver=2.9.2" id="gform_placeholder-js"></script> <script type="text/javascript" defer='defer' src="https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/gravityforms/assets/js/dist/vendor-theme.min.js?ver=ddd2702ee024d421149a5e61416f1ff5" id="gform_gravityforms_theme_vendors-js"></script> <script type="text/javascript" id="gform_gravityforms_theme-js-extra"> /* <![CDATA[ */ var gform_theme_config = {"common":{"form":{"honeypot":{"version_hash":"ba9b01dcd53654286b81e3e651d8aa9f"},"ajax":{"ajaxurl":"https:\/\/www.thermofisher.com\/blog\/wp-admin\/admin-ajax.php","ajax_submission_nonce":"aa826d24f6","i18n":{"step_announcement":"Step %1$s of %2$s, %3$s","unknown_error":"There was an unknown error processing your request. Please try again."}}}},"hmr_dev":"","public_path":"https:\/\/admin.acceleratingscience.com\/behindthebench\/wp-content\/plugins\/gravityforms\/assets\/js\/dist\/","config_nonce":"cd4c283e6b"}; /* ]]> */ </script> <script type="text/javascript" defer='defer' src="https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/gravityforms/assets/js/dist/scripts-theme.min.js?ver=b8fbd9cb240c8684c860c87e4b060364" id="gform_gravityforms_theme-js"></script> <script type="text/javascript" src="https://www.thermofisher.com/blog//wp-includes/js/jquery/ui/core.min.js?ver=1.13.3" id="jquery-ui-core-js"></script> <script type="text/javascript" src="https://www.thermofisher.com/blog//wp-includes/js/jquery/ui/tabs.min.js?ver=1.13.3" id="jquery-ui-tabs-js"></script> <script type="text/javascript" src="https://www.thermofisher.com/blog/behindthebench/wp-content/themes/accelerating-science-blogs/js/scripts.js?ver=1.2.9.3" id="scripts-js"></script> <script type="text/javascript" id="boxzilla-js-extra"> /* <![CDATA[ */ var boxzilla_options = {"testMode":"","boxes":[{"id":10626,"icon":"&times;","content":"","css":{"position":"bottom-right"},"trigger":{"method":"percentage","value":35},"animation":"fade","cookie":{"triggered":0,"dismissed":0},"rehide":false,"position":"bottom-right","screenWidthCondition":null,"closable":true,"post":{"id":10626,"title":"Single Call to Action","slug":"single-call-to-action"}}]}; /* ]]> */ </script> <script type="text/javascript" src="https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/boxzilla/assets/js/script.js?ver=3.3.1" id="boxzilla-js" defer="defer" data-wp-strategy="defer"></script> <script defer type="text/javascript" src="https://www.thermofisher.com/blog/behindthebench/wp-content/plugins/akismet/_inc/akismet-frontend.js?ver=1734621475" id="akismet-frontend-js"></script> <script type="text/javascript"> /* <![CDATA[ */ gform.initializeOnLoaded( function() { jQuery(document).on('gform_post_render', function(event, formId, currentPage){if(formId == 1) {gformInitChosenFields('#input_1_7,#input_1_8','No results matched');if(typeof Placeholders != 'undefined'){ Placeholders.enable(); }} } );jQuery(document).on('gform_post_conditional_logic', function(event, formId, fields, isInit){gformInitChosenFields('#input_1_7,#input_1_8','No results matched');} ) } ); /* ]]> */ </script> <script type="text/javascript"> /* <![CDATA[ */ gform.initializeOnLoaded( function() {jQuery(document).trigger("gform_pre_post_render", [{ formId: "1", currentPage: "1", abort: function() { this.preventDefault(); } }]); if (event && event.defaultPrevented) { return; } const gformWrapperDiv = document.getElementById( "gform_wrapper_1" ); if ( gformWrapperDiv ) { const visibilitySpan = document.createElement( "span" ); visibilitySpan.id = "gform_visibility_test_1"; gformWrapperDiv.insertAdjacentElement( "afterend", visibilitySpan ); } const visibilityTestDiv = document.getElementById( "gform_visibility_test_1" ); let postRenderFired = false; function triggerPostRender() { if ( postRenderFired ) { return; } postRenderFired = true; jQuery( document ).trigger( 'gform_post_render', [1, 1] ); gform.utils.trigger( { event: 'gform/postRender', native: false, data: { formId: 1, currentPage: 1 } } ); gform.utils.trigger( { event: 'gform/post_render', native: false, data: { formId: 1, currentPage: 1 } } ); if ( visibilityTestDiv ) { visibilityTestDiv.parentNode.removeChild( visibilityTestDiv ); } } function debounce( func, wait, immediate ) { var timeout; return function() { var context = this, args = arguments; var later = function() { timeout = null; if ( !immediate ) func.apply( context, args ); }; var callNow = immediate && !timeout; clearTimeout( timeout ); timeout = setTimeout( later, wait ); if ( callNow ) func.apply( context, args ); }; } const debouncedTriggerPostRender = debounce( function() { triggerPostRender(); }, 200 ); if ( visibilityTestDiv && visibilityTestDiv.offsetParent === null ) { const observer = new MutationObserver( ( mutations ) => { mutations.forEach( ( mutation ) => { if ( mutation.type === 'attributes' && visibilityTestDiv.offsetParent !== null ) { debouncedTriggerPostRender(); observer.disconnect(); } }); }); observer.observe( document.body, { attributes: true, childList: false, subtree: true, attributeFilter: [ 'style', 'class' ], }); } else { triggerPostRender(); } } ); /* ]]> */ </script> <script type="text/javascript" src="/wrcddgZx2zq_/jPENa4zLwN/Db/Ob7hV4Jk0wzS5G7f/XEcFAQ/BWYK/IT9TOiYB"></script></body></html>

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