[{"_1":2,"_1391":-5,"_1392":-5},"loaderData",{"_3":4,"_778":779},"root",{"_5":6,"_7":8,"_9":10,"_11":12,"_13":14,"_15":16,"_27":28,"_33":34,"_37":24,"_38":39,"_42":-7,"_43":44,"_49":-7,"_50":51,"_62":63,"_64":65,"_83":84,"_660":661,"_662":-7,"_663":664,"_677":678,"_699":700},"href","http://www.informationweek.com/machine-learning-ai/ai-innovations?page=27","brand","informationweek","domainUrl","https://www.informationweek.com","authenticationStatus","anonymous","siteName","InformationWeek","ads",{"_17":18,"_19":20,"_21":22,"_23":24,"_25":26},"networkId",3834,"parentAdUnit","informationweek.home","enabledAds","all","checkClientIP",false,"disableSponsorBar",true,"authConfig",{"_29":24,"_30":-7,"_31":-7,"_32":24},"enabled","authenticationConfigId","standaloneRegistrationPage","disableCaptcha","vwo",{"_29":26,"_35":36},"accountId","775579","isDctsTurnOn","oneTrust",{"_40":41},"siteId","db797727-a266-409f-983d-f30f1926b3fb","cookieBanner","gtmIds",{"_45":46,"_47":48},"primary","GTM-5523ZCM","secondary","GTM-MTN2X7K","pageContent","ui",{"_7":8,"_52":53,"_54":55},"theme","theme1","font",{"_45":56,"_47":61},{"_57":58,"_59":60},"name","Montserrat","url","https://fonts.googleapis.com/css2?family=Montserrat:ital,wght@0,400;0,500;0,600;0,700;1,400;1,500;1,600;1,700&display=swap",{"_57":58,"_59":60},"environment","prod","featureToggles",{"_66":24,"_67":24,"_68":26,"_69":24,"_70":26,"_71":24,"_72":24,"_73":26,"_74":26,"_75":24,"_76":77,"_78":24,"_79":24,"_80":26,"_81":26,"_82":26},"elnNewsletter","elnWithoutNewsletter","iirisAuthentication","subBrand","useSettingsRedirectAPIVersion1","gatingEnabled","iirisRecommendationDisabled","iasPetEnabled","bridgedMediaEnabled","ecommerceEnabled","iirisRecommendationVer","version4","weather3MonthForecastEnabled","legacyHomepage","oneTrustEnabled","transcendEnabled","useTechInformaBar","layout",{"_85":86,"_103":104,"_127":128,"_467":468,"_566":567,"_572":573,"_658":26,"_659":24},"socialLinks",[87,91,94,97,100],{"_88":89,"_59":90},"type","Linkedin","https://www.linkedin.com/company/informationweek/",{"_88":92,"_59":93},"Twitter","https://twitter.com/InformationWeek",{"_88":95,"_59":96},"Facebook","https://www.facebook.com/informationweek",{"_88":98,"_59":99},"GoogleNews","https://news.google.com/publications/CAAqBwgKMOfGrQsw9NHFAw",{"_88":101,"_59":102},"RSS","https://informationweek.com/rss.xml","informaBar",{"_29":26,"_105":106,"_124":125},"leftSection",{"_107":108,"_109":110},"description","Together, we power an unparalleled network of 220+ online properties covering 10,000+ granular topics, serving an audience of 50+ million professionals with original, objective content from trusted sources. We help you gain critical insights and make more informed decisions across your business priorities.","subMenu",[111,115,118,121],{"_112":113,"_59":114},"title","Informa PLC","https://www.informa.com/",{"_112":116,"_59":117},"ABOUT US","https://www.informa.com/about-us/",{"_112":119,"_59":120},"INVESTOR RELATIONS","https://www.informa.com/investors/",{"_112":122,"_59":123},"TALENT","https://www.informa.com/talent/","rightSection",{"_107":126},"This site is operated by a business or businesses owned by Informa PLC and all copyright resides with them. Informa PLC's registered office is 5 Howick Place, London SW1P 1WG. Registered in England and Wales. Number 8860726.","nav",{"_129":130,"_458":459},"mainMenuItems",[131,206,247,280,320,356,382,420],{"_112":132,"_59":133,"_134":135,"_136":133,"_137":26,"_109":138,"_151":152},"Leadership","/it-leadership","seeAllLink","See All Leadership","seeAllLinkUrl","hasSubMenu",[139,142,145,148],{"_112":140,"_59":141},"Digital Transformation","/it-leadership/digital-transformation",{"_112":143,"_59":144},"IT Staffing & Careers","/it-leadership/it-staffing-careers",{"_112":146,"_59":147},"IT Management","/it-leadership/it-management",{"_112":149,"_59":150},"IT Strategy","/it-leadership/it-strategy","recentContents",[153,192],{"_154":155,"_160":161,"_162":161,"_163":164,"_165":166,"_167":168,"_169":170,"_171":168,"_172":173,"_174":175,"_176":177,"_178":179,"_186":187,"_188":189,"_190":191},"thumbnail",{"_156":157,"_158":159},"src","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt4c038086492622f9/6789739749c1b264defd56a5/2G0XKFE.jpg","alt","Robot Predicting Future With Crystal Ball And AI ","articleName","Demand and Supply Issues May Impact AI in 2025","mobileHeadline","articleSummary","The new year may be very different for AI, given what’s happening in organizations and the world. ","articleUrl","/machine-learning-ai/demand-and-supply-issues-may-impact-ai-in-2025","listPageUrl","","date","Jan 17, 2025","webinarStartTime","categoryName","Machine Learning & AI","categoryUrl","/machine-learning-ai","contentType","Article","contributors",[180],{"_57":181,"_182":183,"_184":185},"Lisa Morgan","link","/author/lisa-morgan","avatar","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt55c84ed4ee6ab7f9/66c4ed22992f7282278db37f/Lisa_Morgan_new_photo.jpg","timeRead",5,"variant","card-vertical","layoutVariant","vertical",{"_154":193,"_160":196,"_162":196,"_163":197,"_165":198,"_167":168,"_169":170,"_171":168,"_172":199,"_174":133,"_176":177,"_178":200,"_186":205,"_188":189,"_190":191},{"_156":194,"_158":195},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltbeb54a849949da60/6786b180521efa565b8381d6/customer_service-Theerapan_Bhumirat_-alamy.jpg","The client using hand drawing smile face on screen. Depicts that customer is very satisfied. ","A New Reality for High Tech Companies: The As-a-Service Advantage","As IT budgets shift toward services and software, now is the time for high tech companies to adopt a sharply focused, customer-centric strategy to remain competitive. ","/it-leadership/a-new-reality-for-high-tech-companies-the-as-a-service-advantage","IT Leadership",[201],{"_57":202,"_182":203,"_184":204},"Deb Garand ","/author/deb-garand","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt39d7e667a8747dad/6786ae7ab140a261f6a0507b/Deb_Garand_Accenture_(002).jpg",4,{"_112":207,"_59":208,"_134":209,"_136":208,"_137":26,"_109":210,"_151":220},"Resilience","/cyber-resilience","See All Resilience",[211,214,217],{"_112":212,"_59":213},"Cybersecurity","/cyber-resilience/cybersecurity",{"_112":215,"_59":216},"Risk Management","/cyber-resilience/risk-management",{"_112":218,"_59":219},"Incident Response","/cyber-resilience/incident-response",[221,233],{"_154":222,"_160":225,"_162":225,"_163":226,"_165":227,"_167":168,"_169":170,"_171":168,"_172":173,"_174":175,"_176":177,"_178":228,"_186":187,"_188":189,"_190":191},{"_156":223,"_158":224},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt05897018cefbee1d/668ef2da874ac73afac42ca5/AI-NicoElNino_-alamy.jpg","man standing with hands on hips looking at an AI sign","AI Risk Management: Is There an Easy Way?","AI is a “work in progress” where risk management should accompany development and deployment. It's critical to identify insert risk in these processes.   ","/machine-learning-ai/ai-risk-management-is-there-an-easy-way-",[229],{"_57":230,"_182":231,"_184":232},"Mary E. Shacklett","/author/mary-e-shacklett","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltc7d4dbb527ae98d2/64bc07e7b2796e5edd361fed/Mary-Shacklett-125x125.gif",{"_154":234,"_160":237,"_162":237,"_163":238,"_165":239,"_167":168,"_169":240,"_171":168,"_172":241,"_174":208,"_176":177,"_178":242,"_186":187,"_188":189,"_190":191},{"_156":235,"_158":236},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltcf53086edc2029a9/6789772268b10f0f60e36ef4/WhiteHouse_executiveorder-AmericanPhoto_Archive-AlamyStockPhoto.jpg","President Joe Biden meets with White House staff in the Oval Office, 2022, to review remarks he will give at an executive order signing.","What Does Biden's New Executive Order Mean for Cybersecurity?","In his final days in office, President Biden issued a sweeping executive order to strengthen cybersecurity.","/cyber-resilience/what-does-biden-s-new-executive-order-mean-for-cybersecurity-","Jan 16, 2025","Cyber Resilience",[243],{"_57":244,"_182":245,"_184":246},"Carrie Pallardy","/author/carrie-pallardy","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blta2ac0cf507deba77/64bf49006c654daed172bbba/CarriePallardy_Head_Shot.gif",{"_112":248,"_59":175,"_134":249,"_136":175,"_137":26,"_109":250,"_151":260},"ML & AI","See All ML & AI",[251,254,257],{"_112":252,"_59":253},"Responsible AI","/machine-learning-ai/responsible-ai",{"_112":255,"_59":256},"IT Automation","/machine-learning-ai/it-automation",{"_112":258,"_59":259},"AI Innovations","/machine-learning-ai/ai-innovations",[261,276],{"_154":262,"_160":265,"_162":265,"_163":266,"_165":267,"_167":168,"_169":268,"_171":168,"_172":269,"_174":175,"_176":177,"_178":270,"_186":275,"_188":189,"_190":191},{"_156":263,"_158":264},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt3f8186a71ab0dec2/6787e21be8ea5b093b53f0ca/technology-3402365_Image_by_Gerd_Altmann_from_Pixabay.jpg","Artificial Intelligence","AI. Buy or Build?","With the emergence of new AI platforms, businesses no longer need to make the outdated binary choice of build vs. buy.","/machine-learning-ai/ai-buy-or-build-","Jan 20, 2025","Sponsored Content",[271],{"_57":272,"_182":273,"_184":274},"Jim Coleman","/author/untitled","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt15255465a12c48d2/677ea7d237fb047ac9ab97da/Jim_ColemanOnline.jpg",3,{"_154":277,"_160":161,"_162":161,"_163":164,"_165":166,"_167":168,"_169":170,"_171":168,"_172":173,"_174":175,"_176":177,"_178":278,"_186":187,"_188":189,"_190":191},{"_156":157,"_158":159},[279],{"_57":181,"_182":183,"_184":185},{"_112":281,"_59":282,"_134":283,"_136":282,"_137":26,"_109":284,"_151":291},"Data","/data-management","See All Data Mgmt",[285,288],{"_112":286,"_59":287},"Data Privacy","/data-management/data-privacy",{"_112":289,"_59":290},"Data Governance","/data-management/data-governance",[292,306],{"_154":293,"_160":295,"_162":295,"_163":296,"_165":297,"_167":298,"_169":170,"_171":168,"_172":173,"_174":175,"_176":299,"_178":300,"_186":305,"_188":189,"_190":191},{"_156":294,"_158":168},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte666f5d2a923eeb1/678a9ac4b600e619ad102521/AI_Data-ArtemisDiana-AlamyStockPhoto.jpg","What Happens if AI No Longer Has Access to Good Data to Train On?","As new policies on privacy take hold, it might change the availability of data AI can train on.","/machine-learning-ai/what-happens-if-ai-no-longer-has-access-to-good-data-to-train-on-","/podcasts","Podcast",[301],{"_57":302,"_182":303,"_184":304},"Joao-Pierre S. Ruth","/author/joao-pierre-s-ruth","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt7f004b6f174043df/67460618a8aa13b634af5c6c/Headshot2024-edited.jpg",0,{"_154":307,"_160":310,"_162":310,"_163":311,"_165":312,"_167":168,"_169":313,"_171":168,"_172":199,"_174":133,"_176":177,"_178":314,"_186":319,"_188":189,"_190":191},{"_156":308,"_158":309},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltdc9560256d196892/677d5e7205945f099be07a62/2DBXTCA.jpg","Antitrust concept with money in the background","UK Launches Antitrust Investigations Targeting Big Tech","Google and Apple are among potential targets for the United Kingdom’s push to increase consumer protections in digital markets and curtail potential monopolies.","/it-leadership/uk-launches-antitrust-investigations-targeting-big-tech","Jan 7, 2025",[315],{"_57":316,"_182":317,"_184":318},"Shane Snider","/author/shane-snider","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltf4de7e5784b276a0/650d8d5ffac8e1d4a1f21f76/Shane_Snider_Profile.jpg",2,{"_112":321,"_59":322,"_134":323,"_136":322,"_137":26,"_109":324,"_151":331},"Sustainability","/sustainability","See All Sustainability",[325,328],{"_112":326,"_59":327},"Green IT","/sustainability/green-it",{"_112":329,"_59":330},"ESG","/sustainability/esg",[332,343],{"_154":333,"_160":336,"_162":336,"_163":337,"_165":338,"_167":168,"_169":170,"_171":168,"_172":339,"_174":340,"_176":177,"_178":341,"_186":205,"_188":189,"_190":191},{"_156":334,"_158":335},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt84bf306c9309f7a4/678a86b6101c362a50913234/MP5YCB_(1).jpg","Woman standing on the sea looking at the burning city.","LA Wildfires Raise Burning Questions About AI’s Data Center Water Drain","The explosion of data center demand for AI use is draining water resources. Even with efforts to mitigate cooling demands, municipalities and companies struggle to find a balance.","/it-infrastructure/la-wildfires-raise-burning-questions-about-ai-s-data-center-water-drain","IT Infrastructure","/it-infrastructure",[342],{"_57":316,"_182":317,"_184":318},{"_154":344,"_160":347,"_162":347,"_163":348,"_165":349,"_167":168,"_169":350,"_171":168,"_172":321,"_174":322,"_176":177,"_178":351,"_186":205,"_188":189,"_190":191},{"_156":345,"_158":346},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt35869c3b5b56bf51/676ee336fb3a0f54cd75e3b8/energy_power_draining-_Alamy_Stock_-alamy.jpg","energy concept with electric socket and cable from the sun","AI and the Energy Transition: When Megatrends Collide","With the sudden and meteoric rise of AI, two global megatrends are colliding that not only jeopardize global decarbonization initiatives but also Western AI dominance. ","/sustainability/ai-and-the-energy-transition-when-megatrends-collide","Jan 3, 2025",[352],{"_57":353,"_182":354,"_184":355},"Derek Bentley","/author/derek-bentley","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt28b6c8dfbea7b0cb/676ee16b0c9b40e196c40427/Bentley_Derek_linkedln.jpg",{"_112":357,"_59":340,"_134":358,"_136":340,"_137":26,"_109":359,"_151":366},"Infrastructure","See All Infrastructure",[360,363],{"_112":361,"_59":362},"Data Centers","/it-infrastructure/data-centers",{"_112":364,"_59":365},"Cloud Computing","/it-infrastructure/cloud-computing",[367,371],{"_154":368,"_160":336,"_162":336,"_163":337,"_165":338,"_167":168,"_169":170,"_171":168,"_172":339,"_174":340,"_176":177,"_178":369,"_186":205,"_188":189,"_190":191},{"_156":334,"_158":335},[370],{"_57":316,"_182":317,"_184":318},{"_154":372,"_160":375,"_162":375,"_163":376,"_165":377,"_167":168,"_169":240,"_171":168,"_172":378,"_174":379,"_176":177,"_178":380,"_186":205,"_188":189,"_190":191},{"_156":373,"_158":374},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt91402b4b8ec0f43e/67894e6f49c1b2a41afd564d/California2025fires_TimothySwope-AlamyStockPhoto.jpg","Flame front of the Eaton Fire on the first night during the January 2025 California wildfires in Altadena and Los Angeles","How Tech Supports the Emergency Response to the LA County Wildfires","At the request of state and local agencies, satellite comms helped support the effort to quell the inferno and coordinate rescues.","/it-sectors/how-tech-supports-the-emergency-response-to-the-la-county-wildfires","IT Sectors","/it-sectors",[381],{"_57":302,"_182":303,"_184":304},{"_112":383,"_59":384,"_134":385,"_136":384,"_137":26,"_109":386,"_151":396},"Software","/software-services","See All Software",[387,390,393],{"_112":388,"_59":389},"DevOps","/software-services/devops",{"_112":391,"_59":392},"Software Platforms","/software-services/software-platforms",{"_112":394,"_59":395},"Operating Systems","/software-services/operating-systems",[397,409],{"_154":398,"_160":401,"_162":401,"_163":402,"_165":403,"_167":168,"_169":170,"_171":168,"_172":199,"_174":133,"_176":177,"_178":404,"_186":205,"_188":189,"_190":191},{"_156":399,"_158":400},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltc258f728af43740e/6785580c7d72eed092fba0e6/graduates-Yuri_Arcurs-alamy.jpg","A group of smiling college graduates celebrating their graduation.","Why Liberal Arts Grads Could Be the Best Programmers of the AI Era","The future of programming will require adaptable, big-picture thinkers who can guide AI tools, understand nuanced problems, and create meaningful solutions -- traits often found in those with humanities backgrounds. ","/it-leadership/why-liberal-arts-grads-could-be-the-best-programmers-of-the-ai-era",[405],{"_57":406,"_182":407,"_184":408},"Neal Ramasamy","/author/neal-ramasamy","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt2f6cd555cf9060ed/6785558a512238c72e823fe2/Neal_Ramasamy1.jpg",{"_154":410,"_160":413,"_162":413,"_163":414,"_165":415,"_167":168,"_169":416,"_171":168,"_172":199,"_174":133,"_176":177,"_178":417,"_186":419,"_188":189,"_190":191},{"_156":411,"_158":412},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt1ecaa05dea337c9f/677c063d827b1f0f43ab1881/customer_experience-designer491alamy.jpg","Customer satisfaction survey concept. Smile faces and figures.","Why So Many Customer Experiences Are Mediocre at Best","Companies are convinced they offer great customer experiences, but quite often, customers think otherwise. It isn’t easy, but it is doable. ","/it-leadership/why-so-many-customer-experiences-are-mediocre-at-best","Jan 10, 2025",[418],{"_57":181,"_182":183,"_184":185},8,{"_112":421,"_59":422,"_134":423,"_136":422,"_137":26,"_109":424,"_151":449},"More","/resources","InformationWeek Resource Library",[425,428,431,434,437,439,442,445,448],{"_112":426,"_59":427},"Newsletters","https://iw-resources.informationweek.com/free/w_ingg126/prgm.cgi?a=1",{"_112":429,"_59":430},"Reports/Research","/resources?page=1&types=Research+Report",{"_112":432,"_59":433},"Online Events","/resources?page=1&types=Virtual+Event&types=Webinar",{"_112":435,"_59":436},"Live Events","/events",{"_112":438,"_59":298},"Podcasts",{"_112":440,"_59":441},"White Papers","/resources?page=1&types=White+Paper",{"_112":443,"_59":444},"Advertise With Us","/advertise",{"_112":446,"_59":447},"About Us","/about-us",{"_112":378,"_59":379},[450,454],{"_154":451,"_160":237,"_162":237,"_163":238,"_165":239,"_167":168,"_169":240,"_171":168,"_172":241,"_174":208,"_176":177,"_178":452,"_186":187,"_188":189,"_190":191},{"_156":235,"_158":236},[453],{"_57":244,"_182":245,"_184":246},{"_154":455,"_160":375,"_162":375,"_163":376,"_165":377,"_167":168,"_169":240,"_171":168,"_172":378,"_174":379,"_176":177,"_178":456,"_186":205,"_188":189,"_190":191},{"_156":373,"_158":374},[457],{"_57":302,"_182":303,"_184":304},"secondaryMenu",[460,462,463,465],{"_112":461,"_59":430},"Reports",{"_112":432,"_59":433},{"_112":464,"_59":444},"Advertise",{"_112":466,"_59":447},"About","megaMenu",{"_469":470,"_515":516,"_557":558},"largeMenu",[471,477,482,487,491,495,499,504],{"_112":132,"_59":133,"_109":472,"_134":135,"_136":133},[473,474,475,476],{"_112":140,"_59":141},{"_112":143,"_59":144},{"_112":146,"_59":147},{"_112":149,"_59":150},{"_112":207,"_59":208,"_109":478,"_134":209,"_136":208},[479,480,481],{"_112":212,"_59":213},{"_112":215,"_59":216},{"_112":218,"_59":219},{"_112":248,"_59":175,"_109":483,"_134":249,"_136":175},[484,485,486],{"_112":252,"_59":253},{"_112":255,"_59":256},{"_112":258,"_59":259},{"_112":281,"_59":282,"_109":488,"_134":283,"_136":282},[489,490],{"_112":286,"_59":287},{"_112":289,"_59":290},{"_112":321,"_59":322,"_109":492,"_134":323,"_136":322},[493,494],{"_112":326,"_59":327},{"_112":329,"_59":330},{"_112":357,"_59":340,"_109":496,"_134":358,"_136":340},[497,498],{"_112":361,"_59":362},{"_112":364,"_59":365},{"_112":383,"_59":384,"_109":500,"_134":385,"_136":384},[501,502,503],{"_112":388,"_59":389},{"_112":391,"_59":392},{"_112":394,"_59":395},{"_112":421,"_59":422,"_109":505,"_134":423,"_136":422},[506,507,508,509,510,511,512,513,514],{"_112":426,"_59":427},{"_112":429,"_59":430},{"_112":432,"_59":433},{"_112":435,"_59":436},{"_112":438,"_59":298},{"_112":440,"_59":441},{"_112":443,"_59":444},{"_112":446,"_59":447},{"_112":378,"_59":379},"smallMenu",[517,527,531],{"_112":518,"_59":168,"_109":519},"Browse",[520,521,522,523,524,525],{"_112":423,"_59":422},{"_112":429,"_59":430},{"_112":432,"_59":433},{"_112":440,"_59":441},{"_112":438,"_59":298},{"_112":526,"_59":436},"Upcoming Events",{"_112":464,"_59":168,"_109":528},[529],{"_112":530,"_59":444},"Explore Marketing Solutions",{"_112":378,"_59":168,"_109":532},[533,536,539,542,545,548,551,554],{"_112":534,"_59":535},"Agriculture","/it-sectors/agriculture",{"_112":537,"_59":538},"Education","/it-sectors/education",{"_112":540,"_59":541},"Energy","/it-sectors/energy",{"_112":543,"_59":544},"Fintech","/it-sectors/fintech",{"_112":546,"_59":547},"Government","/it-sectors/government",{"_112":549,"_59":550},"Healthcare","/it-sectors/healthcare",{"_112":552,"_59":553},"Manufacturing","/it-sectors/manufacturing",{"_112":555,"_59":556},"Sports/Entertainment","/it-sectors/sports-entertainment","sideNavSections",[559],{"_112":560,"_59":168,"_109":561,"_134":168,"_136":168},"Communicate",[562,563],{"_112":446,"_59":447},{"_112":564,"_59":565},"Contact Us","/contact-us","navBase",{"_568":569},"logo",{"_59":570,"_571":14},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt610f1382a6ead9c3/64b854bd7f10ca354fa97a15/178206_IWK22_Logo_RGB.svg","altText","footer",{"_568":574,"_577":578,"_630":631,"_632":633},{"_59":575,"_571":576},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt21f51d54211bf75c/64a6840a5fa986eba383cc27/178206_IWK22_Logo_RGB_(2).svg","Information Week Logo","linkSections",[579,615],{"_580":581,"_112":613,"_88":614},"links",[582,589,595,601,607],{"_583":584,"_586":26,"_112":587,"_59":588},"image",{"_571":168,"_59":585},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt6ac71116800a46bf/64babac96bef06569b0668ee/OMDIA_LOGO_BLACK_2_with_extra_height.png","openInNewTab","Omdia","https://omdia.tech.informa.com/",{"_583":590,"_586":26,"_112":593,"_59":594},{"_571":591,"_59":592},"Network Computing Logo","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt40fbedd2eb2df482/643d354fbf535e7c079bb364/Network_Computing_logo.png","Network Computing","https://www.networkcomputing.com/",{"_583":596,"_586":26,"_112":599,"_59":600},{"_571":597,"_59":598},"IT Pro Today Logo","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltf8425441a9bb7395/643d3589d465e31028d41abe/IT_Pro_Today_Logo.png","ITPro Today","https://www.itprotoday.com/",{"_583":602,"_586":26,"_112":605,"_59":606},{"_571":603,"_59":604},"Data Center Knowledge Logo","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt4b847636ba215910/643d35d937023c7ed8e9d6a6/Data_Center_Knowledge_Logo.png","Data Center Knowledge","https://www.datacenterknowledge.com/",{"_583":608,"_586":26,"_112":611,"_59":612},{"_571":609,"_59":610},"Data Center World Logo","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte6d1f0c534c109a8/643d36703381c910e4384762/Data_Center_World_Logo.png","Data Center World ","https://datacenterworld.com/","Discover More","1",{"_580":616,"_112":629,"_88":614},[617,621,625,627],{"_583":618,"_586":26,"_112":446,"_59":447},{"_571":619,"_59":620},"InformationWeek Logo","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte28ded54d12e0ac0/67101775f8272985d8dae690/fly-JamesLawson-Alamy.jpg",{"_583":622,"_586":26,"_112":623,"_59":624},{"_571":619,"_59":620},"Reprints","https://info.wrightsmedia.com/informa-licensing-reprints-request",{"_583":626,"_586":26,"_112":464,"_59":444},{"_571":619,"_59":620},{"_583":628,"_586":26,"_112":564,"_59":565},{"_571":619,"_59":620},"Working With Us","brandLinks",[],"copyright",{"_634":635,"_580":640,"_112":657},"businessUnit",{"_59":636,"_57":637,"_638":639},"https://www.informa.com","Informa","logoUrl","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt9b0ecaf097c582c9/674ee32fa20384199d9da93d/Informa_Logo_OneLine_Graduated_White_RGB.png",[641,645,649,653],{"_583":642,"_586":24,"_112":643,"_59":644},{"_571":643,"_59":644},"Home","https://www.informatech.com/",{"_583":646,"_586":26,"_112":647,"_59":648},{"_571":647,"_59":648},"Cookie Policy","https://www.informationweek.com/cookie-policy",{"_583":650,"_586":26,"_112":651,"_59":652},{"_571":651,"_59":652},"Privacy","https://www.techtarget.com/privacy-policy/",{"_583":654,"_586":26,"_112":655,"_59":656},{"_571":655,"_59":656},"Terms of Use","https://www.informatech.com/terms-and-conditions/",". This website is owned and operated by Informa TechTarget, part of a global network that informs, influences and connects the world’s technology buyers and sellers. All copyright resides with them. Informa PLC’s registered office is 5 Howick Place, London SW1P 1WG. Registered in England and Wales. TechTarget, Inc.’s registered office is 275 Grove St. Newton, MA 02466.","isSponsorBarEnabled","isPaidContent","newRelicJs","window.NREUM||(NREUM={});NREUM.init={distributed_tracing:{enabled:true},privacy:{cookies_enabled:true},ajax:{deny_list:[\"bam.eu01.nr-data.net\"]}};\n\n;NREUM.loader_config={accountID:\"3936348\",trustKey:\"3288925\",agentID:\"538600207\",licenseKey:\"NRJS-26ae6a3b09493bbcc87\",applicationID:\"538600207\"};\n;NREUM.info={beacon:\"bam.eu01.nr-data.net\",errorBeacon:\"bam.eu01.nr-data.net\",licenseKey:\"NRJS-26ae6a3b09493bbcc87\",applicationID:\"538600207\",sa:1};\n;/*! For license information please see nr-loader-spa-1.278.2.min.js.LICENSE.txt */\n(()=>{var e,t,r={8122:(e,t,r)=>{\"use strict\";r.d(t,{a:()=>i});var n=r(944);function i(e,t){try{if(!e||\"object\"!=typeof e)return(0,n.R)(3);if(!t||\"object\"!=typeof t)return(0,n.R)(4);const r=Object.create(Object.getPrototypeOf(t),Object.getOwnPropertyDescriptors(t)),o=0===Object.keys(r).length?e:r;for(let a in o)if(void 0!==e[a])try{if(null===e[a]){r[a]=null;continue}Array.isArray(e[a])&&Array.isArray(t[a])?r[a]=Array.from(new Set([...e[a],...t[a]])):\"object\"==typeof e[a]&&\"object\"==typeof t[a]?r[a]=i(e[a],t[a]):r[a]=e[a]}catch(e){(0,n.R)(1,e)}return r}catch(e){(0,n.R)(2,e)}}},2555:(e,t,r)=>{\"use strict\";r.d(t,{Vp:()=>c,fn:()=>s,x1:()=>u});var n=r(384),i=r(8122);const o={beacon:n.NT.beacon,errorBeacon:n.NT.errorBeacon,licenseKey:void 0,applicationID:void 0,sa:void 0,queueTime:void 0,applicationTime:void 0,ttGuid:void 0,user:void 0,account:void 0,product:void 0,extra:void 0,jsAttributes:{},userAttributes:void 0,atts:void 0,transactionName:void 0,tNamePlain:void 0},a={};function s(e){try{const t=c(e);return!!t.licenseKey&&!!t.errorBeacon&&!!t.applicationID}catch(e){return!1}}function c(e){if(!e)throw new Error(\"All info objects require an agent identifier!\");if(!a[e])throw new Error(\"Info for \".concat(e,\" was never set\"));return a[e]}function u(e,t){if(!e)throw new Error(\"All info objects require an agent identifier!\");a[e]=(0,i.a)(t,o);const r=(0,n.nY)(e);r&&(r.info=a[e])}},9417:(e,t,r)=>{\"use strict\";r.d(t,{D0:()=>p,gD:()=>m,xN:()=>g});var n=r(3333),i=r(993);const o=e=>{if(!e||\"string\"!=typeof e)return!1;try{document.createDocumentFragment().querySelector(e)}catch{return!1}return!0};var a=r(2614),s=r(944),c=r(384),u=r(8122);const d=\"[data-nr-mask]\",l=()=>{const e={feature_flags:[],experimental:{marks:!1,measures:!1,resources:!1},mask_selector:\"*\",block_selector:\"[data-nr-block]\",mask_input_options:{color:!1,date:!1,\"datetime-local\":!1,email:!1,month:!1,number:!1,range:!1,search:!1,tel:!1,text:!1,time:!1,url:!1,week:!1,textarea:!1,select:!1,password:!0}};return{ajax:{deny_list:void 0,block_internal:!0,enabled:!0,autoStart:!0},distributed_tracing:{enabled:void 0,exclude_newrelic_header:void 0,cors_use_newrelic_header:void 0,cors_use_tracecontext_headers:void 0,allowed_origins:void 0},get feature_flags(){return e.feature_flags},set feature_flags(t){e.feature_flags=t},generic_events:{enabled:!0,autoStart:!0},harvest:{interval:30},jserrors:{enabled:!0,autoStart:!0},logging:{enabled:!0,autoStart:!0,level:i.p_.INFO},metrics:{enabled:!0,autoStart:!0},obfuscate:void 0,page_action:{enabled:!0},page_view_event:{enabled:!0,autoStart:!0},page_view_timing:{enabled:!0,autoStart:!0},performance:{get capture_marks(){return e.feature_flags.includes(n.$v.MARKS)||e.experimental.marks},set capture_marks(t){e.experimental.marks=t},get capture_measures(){return e.feature_flags.includes(n.$v.MEASURES)||e.experimental.measures},set capture_measures(t){e.experimental.measures=t},resources:{get enabled(){return e.feature_flags.includes(n.$v.RESOURCES)||e.experimental.resources},set enabled(t){e.experimental.resources=t},asset_types:[],first_party_domains:[],ignore_newrelic:!0}},privacy:{cookies_enabled:!0},proxy:{assets:void 0,beacon:void 0},session:{expiresMs:a.wk,inactiveMs:a.BB},session_replay:{autoStart:!0,enabled:!1,preload:!1,sampling_rate:10,error_sampling_rate:100,collect_fonts:!1,inline_images:!1,fix_stylesheets:!0,mask_all_inputs:!0,get mask_text_selector(){return e.mask_selector},set mask_text_selector(t){o(t)?e.mask_selector=\"\".concat(t,\",\").concat(d):\"\"===t||null===t?e.mask_selector=d:(0,s.R)(5,t)},get block_class(){return\"nr-block\"},get ignore_class(){return\"nr-ignore\"},get mask_text_class(){return\"nr-mask\"},get block_selector(){return e.block_selector},set block_selector(t){o(t)?e.block_selector+=\",\".concat(t):\"\"!==t&&(0,s.R)(6,t)},get mask_input_options(){return e.mask_input_options},set mask_input_options(t){t&&\"object\"==typeof t?e.mask_input_options={...t,password:!0}:(0,s.R)(7,t)}},session_trace:{enabled:!0,autoStart:!0},soft_navigations:{enabled:!0,autoStart:!0},spa:{enabled:!0,autoStart:!0},ssl:void 0,user_actions:{enabled:!0}}},f={},h=\"All configuration objects require an agent identifier!\";function p(e){if(!e)throw new Error(h);if(!f[e])throw new Error(\"Configuration for \".concat(e,\" was never set\"));return f[e]}function g(e,t){if(!e)throw new Error(h);f[e]=(0,u.a)(t,l());const r=(0,c.nY)(e);r&&(r.init=f[e])}function m(e,t){if(!e)throw new Error(h);var r=p(e);if(r){for(var n=t.split(\".\"),i=0;i{\"use strict\";r.d(t,{a:()=>c,o:()=>s});var n=r(384),i=r(8122);const o={accountID:void 0,trustKey:void 0,agentID:void 0,licenseKey:void 0,applicationID:void 0,xpid:void 0},a={};function s(e){if(!e)throw new Error(\"All loader-config objects require an agent identifier!\");if(!a[e])throw new Error(\"LoaderConfig for \".concat(e,\" was never set\"));return a[e]}function c(e,t){if(!e)throw new Error(\"All loader-config objects require an agent identifier!\");a[e]=(0,i.a)(t,o);const r=(0,n.nY)(e);r&&(r.loader_config=a[e])}},3371:(e,t,r)=>{\"use strict\";r.d(t,{V:()=>f,f:()=>l});var n=r(8122),i=r(384),o=r(6154),a=r(9324);let s=0;const c={buildEnv:a.F3,distMethod:a.Xs,version:a.xv,originTime:o.WN},u={customTransaction:void 0,disabled:!1,isolatedBacklog:!1,loaderType:void 0,maxBytes:3e4,onerror:void 0,ptid:void 0,releaseIds:{},appMetadata:{},session:void 0,denyList:void 0,timeKeeper:void 0,obfuscator:void 0,harvester:void 0},d={};function l(e){if(!e)throw new Error(\"All runtime objects require an agent identifier!\");if(!d[e])throw new Error(\"Runtime for \".concat(e,\" was never set\"));return d[e]}function f(e,t){if(!e)throw new Error(\"All runtime objects require an agent identifier!\");d[e]={...(0,n.a)(t,u),...c},Object.hasOwnProperty.call(d[e],\"harvestCount\")||Object.defineProperty(d[e],\"harvestCount\",{get:()=>++s});const r=(0,i.nY)(e);r&&(r.runtime=d[e])}},9324:(e,t,r)=>{\"use strict\";r.d(t,{F3:()=>i,Xs:()=>o,Yq:()=>a,xv:()=>n});const n=\"1.278.2\",i=\"PROD\",o=\"CDN\",a=\"^2.0.0-alpha.17\"},6154:(e,t,r)=>{\"use strict\";r.d(t,{A4:()=>s,OF:()=>d,RI:()=>i,WN:()=>h,bv:()=>o,gm:()=>a,lR:()=>f,m:()=>u,mw:()=>c,sb:()=>l});var n=r(1863);const i=\"undefined\"!=typeof window&&!!window.document,o=\"undefined\"!=typeof WorkerGlobalScope&&(\"undefined\"!=typeof self&&self instanceof WorkerGlobalScope&&self.navigator instanceof WorkerNavigator||\"undefined\"!=typeof globalThis&&globalThis instanceof WorkerGlobalScope&&globalThis.navigator instanceof WorkerNavigator),a=i?window:\"undefined\"!=typeof WorkerGlobalScope&&(\"undefined\"!=typeof self&&self instanceof WorkerGlobalScope&&self||\"undefined\"!=typeof globalThis&&globalThis instanceof WorkerGlobalScope&&globalThis),s=\"complete\"===a?.document?.readyState,c=Boolean(\"hidden\"===a?.document?.visibilityState),u=\"\"+a?.location,d=/iPad|iPhone|iPod/.test(a.navigator?.userAgent),l=d&&\"undefined\"==typeof SharedWorker,f=(()=>{const e=a.navigator?.userAgent?.match(/Firefox[/\\s](\\d+\\.\\d+)/);return Array.isArray(e)&&e.length>=2?+e[1]:0})(),h=Date.now()-(0,n.t)()},7295:(e,t,r)=>{\"use strict\";r.d(t,{Xv:()=>a,gX:()=>i,iW:()=>o});var n=[];function i(e){if(!e||o(e))return!1;if(0===n.length)return!0;for(var t=0;t0?(o=r.substring(0,i),a=r.substring(i)):(o=r,a=\"\");let[s]=o.split(\":\");n.push({hostname:s,pathname:a})}}function s(e,t){return!(e.length>t.length)&&t.indexOf(e)===t.length-e.length}function c(e,t){return 0===e.indexOf(\"/\")&&(e=e.substring(1)),0===t.indexOf(\"/\")&&(t=t.substring(1)),\"\"===e||e===t}},1687:(e,t,r)=>{\"use strict\";r.d(t,{Ak:()=>c,Ze:()=>l,x3:()=>u});var n=r(7836),i=r(3606),o=r(860),a=r(2646);const s={};function c(e,t){const r={staged:!1,priority:o.P3[t]||0};d(e),s[e].get(t)||s[e].set(t,r)}function u(e,t){e&&s[e]&&(s[e].get(t)&&s[e].delete(t),h(e,t,!1),s[e].size&&f(e))}function d(e){if(!e)throw new Error(\"agentIdentifier required\");s[e]||(s[e]=new Map)}function l(e=\"\",t=\"feature\",r=!1){if(d(e),!e||!s[e].get(t)||r)return h(e,t);s[e].get(t).staged=!0,f(e)}function f(e){const t=Array.from(s[e]);t.every((([e,t])=>t.staged))&&(t.sort(((e,t)=>e[1].priority-t[1].priority)),t.forEach((([t])=>{s[e].delete(t),h(e,t)})))}function h(e,t,r=!0){const o=e?n.ee.get(e):n.ee,s=i.i.handlers;if(!o.aborted&&o.backlog&&s){if(r){const e=o.backlog[t],r=s[t];if(r){for(let t=0;e&&t{Object.values(t||{}).forEach((t=>{t[0]?.on&&t[0]?.context()instanceof a.y&&t[0].on(e,t[1])}))}))}}o.isolatedBacklog||delete s[t],o.backlog[t]=null,o.emit(\"drain-\"+t,[])}}function p(e,t){var r=e[1];Object.values(t[r]||{}).forEach((t=>{var r=e[0];if(t[0]===r){var n=t[1],i=e[3],o=e[2];n.apply(i,o)}}))}},7836:(e,t,r)=>{\"use strict\";r.d(t,{P:()=>c,ee:()=>u});var n=r(384),i=r(8990),o=r(3371),a=r(2646),s=r(5607);const c=\"nr@context:\".concat(s.W),u=function e(t,r){var n={},s={},d={},l=!1;try{l=16===r.length&&(0,o.f)(r).isolatedBacklog}catch(e){}var f={on:p,addEventListener:p,removeEventListener:function(e,t){var r=n[e];if(!r)return;for(var i=0;i{s[n]=t,t in r||(r[t]=[])}))},abort:function(){f._aborted=!0,Object.keys(f.backlog).forEach((e=>{delete f.backlog[e]}))},isBuffering:function(e){return!!v()[s[e]]},debugId:r,backlog:l?{}:t&&\"object\"==typeof t.backlog?t.backlog:{},isolatedBacklog:l};return Object.defineProperty(f,\"aborted\",{get:()=>{let e=f._aborted||!1;return e||(t&&(e=t.aborted),e)}}),f;function h(e){return e&&e instanceof a.y?e:e?(0,i.I)(e,c,(()=>new a.y(c))):new a.y(c)}function p(e,t){n[e]=g(e).concat(t)}function g(e){return n[e]||[]}function m(t){return d[t]=d[t]||e(f,t)}function v(){return f.backlog}}(void 0,\"globalEE\"),d=(0,n.Zm)();d.ee||(d.ee=u)},2646:(e,t,r)=>{\"use strict\";r.d(t,{y:()=>n});class n{constructor(e){this.contextId=e}}},9908:(e,t,r)=>{\"use strict\";r.d(t,{d:()=>n,p:()=>i});var n=r(7836).ee.get(\"handle\");function i(e,t,r,i,o){o?(o.buffer([e],i),o.emit(e,t,r)):(n.buffer([e],i),n.emit(e,t,r))}},3606:(e,t,r)=>{\"use strict\";r.d(t,{i:()=>o});var n=r(9908);o.on=a;var i=o.handlers={};function o(e,t,r,o){a(o||n.d,i,e,t,r)}function a(e,t,r,i,o){o||(o=\"feature\"),e||(e=n.d);var a=t[o]=t[o]||{};(a[r]=a[r]||[]).push([e,i])}},3878:(e,t,r)=>{\"use strict\";function n(e,t){return{capture:e,passive:!1,signal:t}}function i(e,t,r=!1,i){window.addEventListener(e,t,n(r,i))}function o(e,t,r=!1,i){document.addEventListener(e,t,n(r,i))}r.d(t,{DD:()=>o,jT:()=>n,sp:()=>i})},5607:(e,t,r)=>{\"use strict\";r.d(t,{W:()=>n});const n=(0,r(9566).bz)()},9566:(e,t,r)=>{\"use strict\";r.d(t,{LA:()=>s,ZF:()=>c,bz:()=>a,el:()=>u});var n=r(6154);const i=\"xxxxxxxx-xxxx-4xxx-yxxx-xxxxxxxxxxxx\";function o(e,t){return e?15&e[t]:16*Math.random()|0}function a(){const e=n.gm?.crypto||n.gm?.msCrypto;let t,r=0;return e&&e.getRandomValues&&(t=e.getRandomValues(new Uint8Array(30))),i.split(\"\").map((e=>\"x\"===e?o(t,r++).toString(16):\"y\"===e?(3&o()|8).toString(16):e)).join(\"\")}function s(e){const t=n.gm?.crypto||n.gm?.msCrypto;let r,i=0;t&&t.getRandomValues&&(r=t.getRandomValues(new Uint8Array(e)));const a=[];for(var s=0;s{\"use strict\";r.d(t,{BB:()=>a,H3:()=>n,g:()=>u,iL:()=>c,tS:()=>s,uh:()=>i,wk:()=>o});const n=\"NRBA\",i=\"SESSION\",o=144e5,a=18e5,s={STARTED:\"session-started\",PAUSE:\"session-pause\",RESET:\"session-reset\",RESUME:\"session-resume\",UPDATE:\"session-update\"},c={SAME_TAB:\"same-tab\",CROSS_TAB:\"cross-tab\"},u={OFF:0,FULL:1,ERROR:2}},1863:(e,t,r)=>{\"use strict\";function n(){return Math.floor(performance.now())}r.d(t,{t:()=>n})},7485:(e,t,r)=>{\"use strict\";r.d(t,{D:()=>i});var n=r(6154);function i(e){if(0===(e||\"\").indexOf(\"data:\"))return{protocol:\"data\"};try{const t=new URL(e,location.href),r={port:t.port,hostname:t.hostname,pathname:t.pathname,search:t.search,protocol:t.protocol.slice(0,t.protocol.indexOf(\":\")),sameOrigin:t.protocol===n.gm?.location?.protocol&&t.host===n.gm?.location?.host};return r.port&&\"\"!==r.port||(\"http:\"===t.protocol&&(r.port=\"80\"),\"https:\"===t.protocol&&(r.port=\"443\")),r.pathname&&\"\"!==r.pathname?r.pathname.startsWith(\"/\")||(r.pathname=\"/\".concat(r.pathname)):r.pathname=\"/\",r}catch(e){return{}}}},944:(e,t,r)=>{\"use strict\";function n(e,t){\"function\"==typeof console.debug&&console.debug(\"New Relic Warning: https://github.com/newrelic/newrelic-browser-agent/blob/main/docs/warning-codes.md#\".concat(e),t)}r.d(t,{R:()=>n})},5284:(e,t,r)=>{\"use strict\";r.d(t,{t:()=>c,B:()=>s});var n=r(7836),i=r(6154);const o=\"newrelic\";const a=new Set,s={};function c(e,t){const r=n.ee.get(t);s[t]??={},e&&\"object\"==typeof e&&(a.has(t)||(r.emit(\"rumresp\",[e]),s[t]=e,a.add(t),function(e={}){try{i.gm.dispatchEvent(new CustomEvent(o,{detail:e}))}catch(e){}}({loaded:!0})))}},8990:(e,t,r)=>{\"use strict\";r.d(t,{I:()=>i});var n=Object.prototype.hasOwnProperty;function i(e,t,r){if(n.call(e,t))return e[t];var i=r();if(Object.defineProperty&&Object.keys)try{return Object.defineProperty(e,t,{value:i,writable:!0,enumerable:!1}),i}catch(e){}return e[t]=i,i}},6389:(e,t,r)=>{\"use strict\";function n(e,t=500,r={}){const n=r?.leading||!1;let i;return(...r)=>{n&&void 0===i&&(e.apply(this,r),i=setTimeout((()=>{i=clearTimeout(i)}),t)),n||(clearTimeout(i),i=setTimeout((()=>{e.apply(this,r)}),t))}}function i(e){let t=!1;return(...r)=>{t||(t=!0,e.apply(this,r))}}r.d(t,{J:()=>i,s:()=>n})},3304:(e,t,r)=>{\"use strict\";r.d(t,{A:()=>o});var n=r(7836);const i=()=>{const e=new WeakSet;return(t,r)=>{if(\"object\"==typeof r&&null!==r){if(e.has(r))return;e.add(r)}return r}};function o(e){try{return JSON.stringify(e,i())??\"\"}catch(e){try{n.ee.emit(\"internal-error\",[e])}catch(e){}return\"\"}}},5289:(e,t,r)=>{\"use strict\";r.d(t,{GG:()=>o,sB:()=>a});var n=r(3878);function i(){return\"undefined\"==typeof document||\"complete\"===document.readyState}function o(e,t){if(i())return e();(0,n.sp)(\"load\",e,t)}function a(e){if(i())return e();(0,n.DD)(\"DOMContentLoaded\",e)}},384:(e,t,r)=>{\"use strict\";r.d(t,{NT:()=>o,US:()=>d,Zm:()=>a,bQ:()=>c,dV:()=>s,nY:()=>u,pV:()=>l});var n=r(6154),i=r(1863);const o={beacon:\"bam.nr-data.net\",errorBeacon:\"bam.nr-data.net\"};function a(){return n.gm.NREUM||(n.gm.NREUM={}),void 0===n.gm.newrelic&&(n.gm.newrelic=n.gm.NREUM),n.gm.NREUM}function s(){let e=a();return e.o||(e.o={ST:n.gm.setTimeout,SI:n.gm.setImmediate,CT:n.gm.clearTimeout,XHR:n.gm.XMLHttpRequest,REQ:n.gm.Request,EV:n.gm.Event,PR:n.gm.Promise,MO:n.gm.MutationObserver,FETCH:n.gm.fetch,WS:n.gm.WebSocket}),e}function c(e,t){let r=a();r.initializedAgents??={},t.initializedAt={ms:(0,i.t)(),date:new Date},r.initializedAgents[e]=t}function u(e){let t=a();return t.initializedAgents?.[e]}function d(e,t){a()[e]=t}function l(){return function(){let e=a();const t=e.info||{};e.info={beacon:o.beacon,errorBeacon:o.errorBeacon,...t}}(),function(){let e=a();const t=e.init||{};e.init={...t}}(),s(),function(){let e=a();const t=e.loader_config||{};e.loader_config={...t}}(),a()}},2843:(e,t,r)=>{\"use strict\";r.d(t,{u:()=>i});var n=r(3878);function i(e,t=!1,r,i){(0,n.DD)(\"visibilitychange\",(function(){if(t)return void(\"hidden\"===document.visibilityState&&e());e(document.visibilityState)}),r,i)}},8139:(e,t,r)=>{\"use strict\";r.d(t,{u:()=>f});var n=r(7836),i=r(3434),o=r(8990),a=r(6154);const s={},c=a.gm.XMLHttpRequest,u=\"addEventListener\",d=\"removeEventListener\",l=\"nr@wrapped:\".concat(n.P);function f(e){var t=function(e){return(e||n.ee).get(\"events\")}(e);if(s[t.debugId]++)return t;s[t.debugId]=1;var r=(0,i.YM)(t,!0);function f(e){r.inPlace(e,[u,d],\"-\",p)}function p(e,t){return e[1]}return\"getPrototypeOf\"in Object&&(a.RI&&h(document,f),c&&h(c.prototype,f),h(a.gm,f)),t.on(u+\"-start\",(function(e,t){var n=e[1];if(null!==n&&(\"function\"==typeof n||\"object\"==typeof n)){var i=(0,o.I)(n,l,(function(){var e={object:function(){if(\"function\"!=typeof n.handleEvent)return;return n.handleEvent.apply(n,arguments)},function:n}[typeof n];return e?r(e,\"fn-\",null,e.name||\"anonymous\"):n}));this.wrapped=e[1]=i}})),t.on(d+\"-start\",(function(e){e[1]=this.wrapped||e[1]})),t}function h(e,t,...r){let n=e;for(;\"object\"==typeof n&&!Object.prototype.hasOwnProperty.call(n,u);)n=Object.getPrototypeOf(n);n&&t(n,...r)}},3434:(e,t,r)=>{\"use strict\";r.d(t,{Jt:()=>o,YM:()=>c});var n=r(7836),i=r(5607);const o=\"nr@original:\".concat(i.W);var a=Object.prototype.hasOwnProperty,s=!1;function c(e,t){return e||(e=n.ee),r.inPlace=function(e,t,n,i,o){n||(n=\"\");const a=\"-\"===n.charAt(0);for(let s=0;s{\"use strict\";r.d(t,{T:()=>n});const n=r(860).K7.ajax},3333:(e,t,r)=>{\"use strict\";r.d(t,{$v:()=>u,TZ:()=>n,Zp:()=>i,kd:()=>c,mq:()=>s,nf:()=>a,qN:()=>o});const n=r(860).K7.genericEvents,i=[\"auxclick\",\"click\",\"copy\",\"keydown\",\"paste\",\"scrollend\"],o=[\"focus\",\"blur\"],a=4,s=1e3,c=[\"PageAction\",\"UserAction\",\"BrowserPerformance\"],u={MARKS:\"experimental.marks\",MEASURES:\"experimental.measures\",RESOURCES:\"experimental.resources\"}},6774:(e,t,r)=>{\"use strict\";r.d(t,{T:()=>n});const n=r(860).K7.jserrors},993:(e,t,r)=>{\"use strict\";r.d(t,{ET:()=>o,TZ:()=>a,p_:()=>i});var n=r(860);const i={ERROR:\"ERROR\",WARN:\"WARN\",INFO:\"INFO\",DEBUG:\"DEBUG\",TRACE:\"TRACE\"},o=\"log\",a=n.K7.logging},3785:(e,t,r)=>{\"use strict\";r.d(t,{R:()=>c,b:()=>u});var n=r(9908),i=r(1863),o=r(860),a=r(3969),s=r(993);function c(e,t,r={},c=s.p_.INFO){(0,n.p)(a.xV,[\"API/logging/\".concat(c.toLowerCase(),\"/called\")],void 0,o.K7.metrics,e),(0,n.p)(s.ET,[(0,i.t)(),t,r,c],void 0,o.K7.logging,e)}function u(e){return\"string\"==typeof e&&Object.values(s.p_).some((t=>t===e.toUpperCase().trim()))}},3969:(e,t,r)=>{\"use strict\";r.d(t,{TZ:()=>n,XG:()=>s,rs:()=>i,xV:()=>a,z_:()=>o});const n=r(860).K7.metrics,i=\"sm\",o=\"cm\",a=\"storeSupportabilityMetrics\",s=\"storeEventMetrics\"},6630:(e,t,r)=>{\"use strict\";r.d(t,{T:()=>n});const n=r(860).K7.pageViewEvent},782:(e,t,r)=>{\"use strict\";r.d(t,{T:()=>n});const n=r(860).K7.pageViewTiming},6344:(e,t,r)=>{\"use strict\";r.d(t,{BB:()=>d,G4:()=>o,Qb:()=>l,TZ:()=>i,Ug:()=>a,_s:()=>s,bc:()=>u,yP:()=>c});var n=r(2614);const i=r(860).K7.sessionReplay,o={RECORD:\"recordReplay\",PAUSE:\"pauseReplay\",REPLAY_RUNNING:\"replayRunning\",ERROR_DURING_REPLAY:\"errorDuringReplay\"},a=.12,s={DomContentLoaded:0,Load:1,FullSnapshot:2,IncrementalSnapshot:3,Meta:4,Custom:5},c={[n.g.ERROR]:15e3,[n.g.FULL]:3e5,[n.g.OFF]:0},u={RESET:{message:\"Session was reset\",sm:\"Reset\"},IMPORT:{message:\"Recorder failed to import\",sm:\"Import\"},TOO_MANY:{message:\"429: Too Many Requests\",sm:\"Too-Many\"},TOO_BIG:{message:\"Payload was too large\",sm:\"Too-Big\"},CROSS_TAB:{message:\"Session Entity was set to OFF on another tab\",sm:\"Cross-Tab\"},ENTITLEMENTS:{message:\"Session Replay is not allowed and will not be started\",sm:\"Entitlement\"}},d=5e3,l={API:\"api\"}},5270:(e,t,r)=>{\"use strict\";r.d(t,{Aw:()=>c,CT:()=>u,SR:()=>s});var n=r(384),i=r(9417),o=r(7767),a=r(6154);function s(e){return!!(0,n.dV)().o.MO&&(0,o.V)(e)&&!0===(0,i.gD)(e,\"session_trace.enabled\")}function c(e){return!0===(0,i.gD)(e,\"session_replay.preload\")&&s(e)}function u(e,t){const r=t.correctAbsoluteTimestamp(e);return{originalTimestamp:e,correctedTimestamp:r,timestampDiff:e-r,originTime:a.WN,correctedOriginTime:t.correctedOriginTime,originTimeDiff:Math.floor(a.WN-t.correctedOriginTime)}}},3738:(e,t,r)=>{\"use strict\";r.d(t,{He:()=>i,Kp:()=>s,Lc:()=>u,Rz:()=>d,TZ:()=>n,bD:()=>o,d3:()=>a,jx:()=>l,uP:()=>c});const n=r(860).K7.sessionTrace,i=\"bstResource\",o=\"resource\",a=\"-start\",s=\"-end\",c=\"fn\"+a,u=\"fn\"+s,d=\"pushState\",l=1e3},3962:(e,t,r)=>{\"use strict\";r.d(t,{AM:()=>o,O2:()=>c,Qu:()=>u,TZ:()=>s,ih:()=>d,pP:()=>a,tC:()=>i});var n=r(860);const i=[\"click\",\"keydown\",\"submit\",\"popstate\"],o=\"api\",a=\"initialPageLoad\",s=n.K7.softNav,c={INITIAL_PAGE_LOAD:\"\",ROUTE_CHANGE:1,UNSPECIFIED:2},u={INTERACTION:1,AJAX:2,CUSTOM_END:3,CUSTOM_TRACER:4},d={IP:\"in progress\",FIN:\"finished\",CAN:\"cancelled\"}},7378:(e,t,r)=>{\"use strict\";r.d(t,{$p:()=>x,BR:()=>b,Kp:()=>R,L3:()=>y,Lc:()=>c,NC:()=>o,SG:()=>d,TZ:()=>i,U6:()=>p,UT:()=>m,d3:()=>w,dT:()=>f,e5:()=>T,gx:()=>v,l9:()=>l,oW:()=>h,op:()=>g,rw:()=>u,tH:()=>A,uP:()=>s,wW:()=>E,xq:()=>a});var n=r(384);const i=r(860).K7.spa,o=[\"click\",\"submit\",\"keypress\",\"keydown\",\"keyup\",\"change\"],a=999,s=\"fn-start\",c=\"fn-end\",u=\"cb-start\",d=\"api-ixn-\",l=\"remaining\",f=\"interaction\",h=\"spaNode\",p=\"jsonpNode\",g=\"fetch-start\",m=\"fetch-done\",v=\"fetch-body-\",b=\"jsonp-end\",y=(0,n.dV)().o.ST,w=\"-start\",R=\"-end\",x=\"-body\",E=\"cb\"+R,T=\"jsTime\",A=\"fetch\"},4234:(e,t,r)=>{\"use strict\";r.d(t,{W:()=>o});var n=r(7836),i=r(1687);class o{constructor(e,t){this.agentIdentifier=e,this.ee=n.ee.get(e),this.featureName=t,this.blocked=!1}deregisterDrain(){(0,i.x3)(this.agentIdentifier,this.featureName)}}},7767:(e,t,r)=>{\"use strict\";r.d(t,{V:()=>o});var n=r(9417),i=r(6154);const o=e=>i.RI&&!0===(0,n.gD)(e,\"privacy.cookies_enabled\")},425:(e,t,r)=>{\"use strict\";r.d(t,{j:()=>j});var n=r(860),i=r(2555),o=r(3371),a=r(9908),s=r(7836),c=r(1687),u=r(5289),d=r(6154),l=r(944),f=r(3969),h=r(384),p=r(6344);const g=[\"setErrorHandler\",\"finished\",\"addToTrace\",\"addRelease\",\"recordCustomEvent\",\"addPageAction\",\"setCurrentRouteName\",\"setPageViewName\",\"setCustomAttribute\",\"interaction\",\"noticeError\",\"setUserId\",\"setApplicationVersion\",\"start\",p.G4.RECORD,p.G4.PAUSE,\"log\",\"wrapLogger\"],m=[\"setErrorHandler\",\"finished\",\"addToTrace\",\"addRelease\"];var v=r(1863),b=r(2614),y=r(993),w=r(3785),R=r(2646),x=r(3434);const E=new Map;function T(e,t,r,n){if(\"object\"!=typeof t||!t||\"string\"!=typeof r||!r||\"function\"!=typeof t[r])return(0,l.R)(29);const i=function(e){return(e||s.ee).get(\"logger\")}(e),o=(0,x.YM)(i),a=new R.y(s.P);a.level=n.level,a.customAttributes=n.customAttributes;const c=t[r]?.[x.Jt]||t[r];return E.set(c,a),o.inPlace(t,[r],\"wrap-logger-\",(()=>E.get(c))),i}function A(){const e=(0,h.pV)();g.forEach((t=>{e[t]=(...r)=>function(t,...r){let n=[];return Object.values(e.initializedAgents).forEach((e=>{e&&e.api?e.exposed&&e.api[t]&&n.push(e.api[t](...r)):(0,l.R)(38,t)})),n.length>1?n:n[0]}(t,...r)}))}const S={};var N=r(9417),_=r(5603),O=r(5284);const I=e=>{const t=e.startsWith(\"http\");e+=\"/\",r.p=t?e:\"https://\"+e};let P=!1;function j(e,t={},g,R){let{init:x,info:E,loader_config:j,runtime:C={},exposed:k=!0}=t;C.loaderType=g;const L=(0,h.pV)();E||(x=L.init,E=L.info,j=L.loader_config),(0,N.xN)(e.agentIdentifier,x||{}),(0,_.a)(e.agentIdentifier,j||{}),E.jsAttributes??={},d.bv&&(E.jsAttributes.isWorker=!0),(0,i.x1)(e.agentIdentifier,E);const H=(0,N.D0)(e.agentIdentifier),M=[E.beacon,E.errorBeacon];P||(H.proxy.assets&&(I(H.proxy.assets),M.push(H.proxy.assets)),H.proxy.beacon&&M.push(H.proxy.beacon),A(),(0,h.US)(\"activatedFeatures\",O.B),e.runSoftNavOverSpa&&=!0===H.soft_navigations.enabled&&H.feature_flags.includes(\"soft_nav\")),C.denyList=[...H.ajax.deny_list||[],...H.ajax.block_internal?M:[]],C.ptid=e.agentIdentifier,(0,o.V)(e.agentIdentifier,C),e.ee=s.ee.get(e.agentIdentifier),void 0===e.api&&(e.api=function(e,t,h=!1){t||(0,c.Ak)(e,\"api\");const g={};var R=s.ee.get(e),x=R.get(\"tracer\");S[e]=b.g.OFF,R.on(p.G4.REPLAY_RUNNING,(t=>{S[e]=t}));var E=\"api-\",A=E+\"ixn-\";function N(t,r,n,o){const a=(0,i.Vp)(e);return null===r?delete a.jsAttributes[t]:(0,i.x1)(e,{...a,jsAttributes:{...a.jsAttributes,[t]:r}}),I(E,n,!0,o||null===r?\"session\":void 0)(t,r)}function _(){}g.log=function(e,{customAttributes:t={},level:r=y.p_.INFO}={}){(0,a.p)(f.xV,[\"API/log/called\"],void 0,n.K7.metrics,R),(0,w.R)(R,e,t,r)},g.wrapLogger=(e,t,{customAttributes:r={},level:i=y.p_.INFO}={})=>{(0,a.p)(f.xV,[\"API/wrapLogger/called\"],void 0,n.K7.metrics,R),T(R,e,t,{customAttributes:r,level:i})},m.forEach((e=>{g[e]=I(E,e,!0,\"api\")})),g.addPageAction=I(E,\"addPageAction\",!0,n.K7.genericEvents),g.recordCustomEvent=I(E,\"recordCustomEvent\",!0,n.K7.genericEvents),g.setPageViewName=function(t,r){if(\"string\"==typeof t)return\"/\"!==t.charAt(0)&&(t=\"/\"+t),(0,o.f)(e).customTransaction=(r||\"http://custom.transaction\")+t,I(E,\"setPageViewName\",!0)()},g.setCustomAttribute=function(e,t,r=!1){if(\"string\"==typeof e){if([\"string\",\"number\",\"boolean\"].includes(typeof t)||null===t)return N(e,t,\"setCustomAttribute\",r);(0,l.R)(40,typeof t)}else(0,l.R)(39,typeof e)},g.setUserId=function(e){if(\"string\"==typeof e||null===e)return N(\"enduser.id\",e,\"setUserId\",!0);(0,l.R)(41,typeof e)},g.setApplicationVersion=function(e){if(\"string\"==typeof e||null===e)return N(\"application.version\",e,\"setApplicationVersion\",!1);(0,l.R)(42,typeof e)},g.start=()=>{try{(0,a.p)(f.xV,[\"API/start/called\"],void 0,n.K7.metrics,R),R.emit(\"manual-start-all\")}catch(e){(0,l.R)(23,e)}},g[p.G4.RECORD]=function(){(0,a.p)(f.xV,[\"API/recordReplay/called\"],void 0,n.K7.metrics,R),(0,a.p)(p.G4.RECORD,[],void 0,n.K7.sessionReplay,R)},g[p.G4.PAUSE]=function(){(0,a.p)(f.xV,[\"API/pauseReplay/called\"],void 0,n.K7.metrics,R),(0,a.p)(p.G4.PAUSE,[],void 0,n.K7.sessionReplay,R)},g.interaction=function(e){return(new _).get(\"object\"==typeof e?e:{})};const O=_.prototype={createTracer:function(e,t){var r={},i=this,o=\"function\"==typeof t;return(0,a.p)(f.xV,[\"API/createTracer/called\"],void 0,n.K7.metrics,R),h||(0,a.p)(A+\"tracer\",[(0,v.t)(),e,r],i,n.K7.spa,R),function(){if(x.emit((o?\"\":\"no-\")+\"fn-start\",[(0,v.t)(),i,o],r),o)try{return t.apply(this,arguments)}catch(e){const t=\"string\"==typeof e?new Error(e):e;throw x.emit(\"fn-err\",[arguments,this,t],r),t}finally{x.emit(\"fn-end\",[(0,v.t)()],r)}}}};function I(e,t,r,i){return function(){return(0,a.p)(f.xV,[\"API/\"+t+\"/called\"],void 0,n.K7.metrics,R),i&&(0,a.p)(e+t,[r?(0,v.t)():performance.now(),...arguments],r?null:this,i,R),r?void 0:this}}function P(){r.e(478).then(r.bind(r,8778)).then((({setAPI:t})=>{t(e),(0,c.Ze)(e,\"api\")})).catch((e=>{(0,l.R)(27,e),R.abort()}))}return[\"actionText\",\"setName\",\"setAttribute\",\"save\",\"ignore\",\"onEnd\",\"getContext\",\"end\",\"get\"].forEach((e=>{O[e]=I(A,e,void 0,h?n.K7.softNav:n.K7.spa)})),g.setCurrentRouteName=h?I(A,\"routeName\",void 0,n.K7.softNav):I(E,\"routeName\",!0,n.K7.spa),g.noticeError=function(t,r){\"string\"==typeof t&&(t=new Error(t)),(0,a.p)(f.xV,[\"API/noticeError/called\"],void 0,n.K7.metrics,R),(0,a.p)(\"err\",[t,(0,v.t)(),!1,r,!!S[e]],void 0,n.K7.jserrors,R)},d.RI?(0,u.GG)((()=>P()),!0):P(),g}(e.agentIdentifier,R,e.runSoftNavOverSpa)),void 0===e.exposed&&(e.exposed=k),P=!0}},8374:(e,t,r)=>{r.nc=(()=>{try{return document?.currentScript?.nonce}catch(e){}return\"\"})()},860:(e,t,r)=>{\"use strict\";r.d(t,{$J:()=>u,K7:()=>s,P3:()=>c,XX:()=>i,qY:()=>n,v4:()=>a});const n=\"events\",i=\"jserrors\",o=\"browser/blobs\",a=\"rum\",s={ajax:\"ajax\",genericEvents:\"generic_events\",jserrors:i,logging:\"logging\",metrics:\"metrics\",pageAction:\"page_action\",pageViewEvent:\"page_view_event\",pageViewTiming:\"page_view_timing\",sessionReplay:\"session_replay\",sessionTrace:\"session_trace\",softNav:\"soft_navigations\",spa:\"spa\"},c={[s.pageViewEvent]:1,[s.pageViewTiming]:2,[s.metrics]:3,[s.jserrors]:4,[s.spa]:5,[s.ajax]:6,[s.sessionTrace]:7,[s.softNav]:8,[s.sessionReplay]:9,[s.logging]:10,[s.genericEvents]:11},u={[s.pageViewEvent]:a,[s.pageViewTiming]:n,[s.ajax]:n,[s.spa]:n,[s.softNav]:n,[s.metrics]:i,[s.jserrors]:i,[s.sessionTrace]:o,[s.sessionReplay]:o,[s.logging]:\"browser/logs\",[s.genericEvents]:\"ins\"}}},n={};function i(e){var t=n[e];if(void 0!==t)return t.exports;var o=n[e]={exports:{}};return r[e](o,o.exports,i),o.exports}i.m=r,i.d=(e,t)=>{for(var r in t)i.o(t,r)&&!i.o(e,r)&&Object.defineProperty(e,r,{enumerable:!0,get:t[r]})},i.f={},i.e=e=>Promise.all(Object.keys(i.f).reduce(((t,r)=>(i.f[r](e,t),t)),[])),i.u=e=>({212:\"nr-spa-compressor\",249:\"nr-spa-recorder\",478:\"nr-spa\"}[e]+\"-1.278.2.min.js\"),i.o=(e,t)=>Object.prototype.hasOwnProperty.call(e,t),e={},t=\"NRBA-1.278.2.PROD:\",i.l=(r,n,o,a)=>{if(e[r])e[r].push(n);else{var s,c;if(void 0!==o)for(var u=document.getElementsByTagName(\"script\"),d=0;d{s.onerror=s.onload=null,clearTimeout(p);var i=e[r];if(delete e[r],s.parentNode&&s.parentNode.removeChild(s),i&&i.forEach((e=>e(n))),t)return t(n)},p=setTimeout(h.bind(null,void 0,{type:\"timeout\",target:s}),12e4);s.onerror=h.bind(null,s.onerror),s.onload=h.bind(null,s.onload),c&&document.head.appendChild(s)}},i.r=e=>{\"undefined\"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(e,Symbol.toStringTag,{value:\"Module\"}),Object.defineProperty(e,\"__esModule\",{value:!0})},i.p=\"https://js-agent.newrelic.com/\",(()=>{var e={38:0,788:0};i.f.j=(t,r)=>{var n=i.o(e,t)?e[t]:void 0;if(0!==n)if(n)r.push(n[2]);else{var o=new Promise(((r,i)=>n=e[t]=[r,i]));r.push(n[2]=o);var a=i.p+i.u(t),s=new Error;i.l(a,(r=>{if(i.o(e,t)&&(0!==(n=e[t])&&(e[t]=void 0),n)){var o=r&&(\"load\"===r.type?\"missing\":r.type),a=r&&r.target&&r.target.src;s.message=\"Loading chunk \"+t+\" failed.\\n(\"+o+\": \"+a+\")\",s.name=\"ChunkLoadError\",s.type=o,s.request=a,n[1](s)}}),\"chunk-\"+t,t)}};var t=(t,r)=>{var n,o,[a,s,c]=r,u=0;if(a.some((t=>0!==e[t]))){for(n in s)i.o(s,n)&&(i.m[n]=s[n]);if(c)c(i)}for(t&&t(r);u{\"use strict\";i(8374);var e=i(944),t=i(6344),r=i(9566);class n{agentIdentifier;constructor(e=(0,r.LA)(16)){this.agentIdentifier=e}#e(t,...r){if(\"function\"==typeof this.api?.[t])return this.api[t](...r);(0,e.R)(35,t)}addPageAction(e,t){return this.#e(\"addPageAction\",e,t)}recordCustomEvent(e,t){return this.#e(\"recordCustomEvent\",e,t)}setPageViewName(e,t){return this.#e(\"setPageViewName\",e,t)}setCustomAttribute(e,t,r){return this.#e(\"setCustomAttribute\",e,t,r)}noticeError(e,t){return this.#e(\"noticeError\",e,t)}setUserId(e){return this.#e(\"setUserId\",e)}setApplicationVersion(e){return this.#e(\"setApplicationVersion\",e)}setErrorHandler(e){return this.#e(\"setErrorHandler\",e)}addRelease(e,t){return this.#e(\"addRelease\",e,t)}log(e,t){return this.#e(\"log\",e,t)}}class o extends n{#e(t,...r){if(\"function\"==typeof this.api?.[t])return this.api[t](...r);(0,e.R)(35,t)}start(){return this.#e(\"start\")}finished(e){return this.#e(\"finished\",e)}recordReplay(){return this.#e(t.G4.RECORD)}pauseReplay(){return this.#e(t.G4.PAUSE)}addToTrace(e){return this.#e(\"addToTrace\",e)}setCurrentRouteName(e){return this.#e(\"setCurrentRouteName\",e)}interaction(){return this.#e(\"interaction\")}wrapLogger(e,t,r){return this.#e(\"wrapLogger\",e,t,r)}}var a=i(860),s=i(9417);const c=Object.values(a.K7);function u(e){const t={};return c.forEach((r=>{t[r]=function(e,t){return!0===(0,s.gD)(t,\"\".concat(e,\".enabled\"))}(r,e)})),t}var d=i(425);var l=i(1687),f=i(4234),h=i(5289),p=i(6154),g=i(5270),m=i(7767),v=i(6389);class b extends f.W{constructor(e,t,r=!0){super(e.agentIdentifier,t),this.auto=r,this.abortHandler=void 0,this.featAggregate=void 0,this.onAggregateImported=void 0,!1===e.init[this.featureName].autoStart&&(this.auto=!1),this.auto?(0,l.Ak)(e.agentIdentifier,t):this.ee.on(\"manual-start-all\",(0,v.J)((()=>{(0,l.Ak)(e.agentIdentifier,this.featureName),this.auto=!0,this.importAggregator(e)})))}importAggregator(t,r={}){if(this.featAggregate||!this.auto)return;let n;this.onAggregateImported=new Promise((e=>{n=e}));const o=async()=>{let o;try{if((0,m.V)(this.agentIdentifier)){const{setupAgentSession:e}=await i.e(478).then(i.bind(i,6526));o=e(t)}}catch(t){(0,e.R)(20,t),this.ee.emit(\"internal-error\",[t]),this.featureName===a.K7.sessionReplay&&this.abortHandler?.()}try{if(!this.#t(this.featureName,o))return(0,l.Ze)(this.agentIdentifier,this.featureName),void n(!1);const{lazyFeatureLoader:e}=await i.e(478).then(i.bind(i,6103)),{Aggregate:a}=await e(this.featureName,\"aggregate\");this.featAggregate=new a(t,r),t.runtime.harvester.initializedAggregates.push(this.featAggregate),n(!0)}catch(t){(0,e.R)(34,t),this.abortHandler?.(),(0,l.Ze)(this.agentIdentifier,this.featureName,!0),n(!1),this.ee&&this.ee.abort()}};p.RI?(0,h.GG)((()=>o()),!0):o()}#t(e,t){switch(e){case a.K7.sessionReplay:return(0,g.SR)(this.agentIdentifier)&&!!t;case a.K7.sessionTrace:return!!t;default:return!0}}}var y=i(6630);class w extends b{static featureName=y.T;constructor(e,t=!0){super(e,y.T,t),this.importAggregator(e)}}var R=i(384);var x=i(9908),E=i(2843),T=i(3878),A=i(782),S=i(1863);class N extends b{static featureName=A.T;constructor(e,t=!0){super(e,A.T,t),p.RI&&((0,E.u)((()=>(0,x.p)(\"docHidden\",[(0,S.t)()],void 0,A.T,this.ee)),!0),(0,T.sp)(\"pagehide\",(()=>(0,x.p)(\"winPagehide\",[(0,S.t)()],void 0,A.T,this.ee))),this.importAggregator(e))}}var _=i(3969);class O extends b{static featureName=_.TZ;constructor(e,t=!0){super(e,_.TZ,t),this.importAggregator(e)}}var I=i(6774),P=i(3304);class j{constructor(e,t,r,n,i){this.name=\"UncaughtError\",this.message=\"string\"==typeof e?e:(0,P.A)(e),this.sourceURL=t,this.line=r,this.column=n,this.__newrelic=i}}function C(e){return H(e)?e:new j(void 0!==e?.message?e.message:e,e?.filename||e?.sourceURL,e?.lineno||e?.line,e?.colno||e?.col,e?.__newrelic)}function k(e){const t=\"Unhandled Promise Rejection\";if(!e?.reason)return;if(H(e.reason))try{return e.reason.message=t+\": \"+e.reason.message,C(e.reason)}catch(t){return C(e.reason)}const r=C(e.reason);return r.message=t+\": \"+r?.message,r}function L(e){if(e.error instanceof SyntaxError&&!/:\\d+$/.test(e.error.stack?.trim())){const t=new j(e.message,e.filename,e.lineno,e.colno,e.error.__newrelic);return t.name=SyntaxError.name,t}return H(e.error)?e.error:C(e)}function H(e){return e instanceof Error&&!!e.stack}class M extends b{static featureName=I.T;#r=!1;constructor(e,r=!0){super(e,I.T,r);try{this.removeOnAbort=new AbortController}catch(e){}this.ee.on(\"internal-error\",((e,t)=>{this.abortHandler&&(0,x.p)(\"ierr\",[C(e),(0,S.t)(),!0,{},this.#r,t],void 0,this.featureName,this.ee)})),this.ee.on(t.G4.REPLAY_RUNNING,(e=>{this.#r=e})),p.gm.addEventListener(\"unhandledrejection\",(e=>{this.abortHandler&&(0,x.p)(\"err\",[k(e),(0,S.t)(),!1,{unhandledPromiseRejection:1},this.#r],void 0,this.featureName,this.ee)}),(0,T.jT)(!1,this.removeOnAbort?.signal)),p.gm.addEventListener(\"error\",(e=>{this.abortHandler&&(0,x.p)(\"err\",[L(e),(0,S.t)(),!1,{},this.#r],void 0,this.featureName,this.ee)}),(0,T.jT)(!1,this.removeOnAbort?.signal)),this.abortHandler=this.#n,this.importAggregator(e)}#n(){this.removeOnAbort?.abort(),this.abortHandler=void 0}}var D=i(8990);let K=1;const U=\"nr@id\";function V(e){const t=typeof e;return!e||\"object\"!==t&&\"function\"!==t?-1:e===p.gm?0:(0,D.I)(e,U,(function(){return K++}))}function G(e){if(\"string\"==typeof e&&e.length)return e.length;if(\"object\"==typeof e){if(\"undefined\"!=typeof ArrayBuffer&&e instanceof ArrayBuffer&&e.byteLength)return e.byteLength;if(\"undefined\"!=typeof Blob&&e instanceof Blob&&e.size)return e.size;if(!(\"undefined\"!=typeof FormData&&e instanceof FormData))try{return(0,P.A)(e).length}catch(e){return}}}var F=i(8139),B=i(7836),W=i(3434);const z={},q=[\"open\",\"send\"];function Z(t){var r=t||B.ee;const n=function(e){return(e||B.ee).get(\"xhr\")}(r);if(void 0===p.gm.XMLHttpRequest)return n;if(z[n.debugId]++)return n;z[n.debugId]=1,(0,F.u)(r);var i=(0,W.YM)(n),o=p.gm.XMLHttpRequest,a=p.gm.MutationObserver,s=p.gm.Promise,c=p.gm.setInterval,u=\"readystatechange\",d=[\"onload\",\"onerror\",\"onabort\",\"onloadstart\",\"onloadend\",\"onprogress\",\"ontimeout\"],l=[],f=p.gm.XMLHttpRequest=function(t){const r=new o(t),a=n.context(r);try{n.emit(\"new-xhr\",[r],a),r.addEventListener(u,(s=a,function(){var e=this;e.readyState>3&&!s.resolved&&(s.resolved=!0,n.emit(\"xhr-resolved\",[],e)),i.inPlace(e,d,\"fn-\",y)}),(0,T.jT)(!1))}catch(t){(0,e.R)(15,t);try{n.emit(\"internal-error\",[t])}catch(e){}}var s;return r};function h(e,t){i.inPlace(t,[\"onreadystatechange\"],\"fn-\",y)}if(function(e,t){for(var r in e)t[r]=e[r]}(o,f),f.prototype=o.prototype,i.inPlace(f.prototype,q,\"-xhr-\",y),n.on(\"send-xhr-start\",(function(e,t){h(e,t),function(e){l.push(e),a&&(g?g.then(b):c?c(b):(m=-m,v.data=m))}(t)})),n.on(\"open-xhr-start\",h),a){var g=s&&s.resolve();if(!c&&!s){var m=1,v=document.createTextNode(m);new a(b).observe(v,{characterData:!0})}}else r.on(\"fn-end\",(function(e){e[0]&&e[0].type===u||b()}));function b(){for(var e=0;e{r(Q[te],e,X),r(ee[te],e,X)})),r(p.gm,\"fetch\",Y),t.on(Y+\"end\",(function(e,r){var n=this;if(r){var i=r.headers.get(\"content-length\");null!==i&&(n.rxSize=i),t.emit(Y+\"done\",[null,r],n)}else t.emit(Y+\"done\",[e],n)})),t}var ie=i(7485),oe=i(5603);class ae{constructor(e){this.agentIdentifier=e}generateTracePayload(e){if(!this.shouldGenerateTrace(e))return null;var t=(0,oe.o)(this.agentIdentifier);if(!t)return null;var n=(t.accountID||\"\").toString()||null,i=(t.agentID||\"\").toString()||null,o=(t.trustKey||\"\").toString()||null;if(!n||!i)return null;var a=(0,r.ZF)(),s=(0,r.el)(),c=Date.now(),u={spanId:a,traceId:s,timestamp:c};return(e.sameOrigin||this.isAllowedOrigin(e)&&this.useTraceContextHeadersForCors())&&(u.traceContextParentHeader=this.generateTraceContextParentHeader(a,s),u.traceContextStateHeader=this.generateTraceContextStateHeader(a,c,n,i,o)),(e.sameOrigin&&!this.excludeNewrelicHeader()||!e.sameOrigin&&this.isAllowedOrigin(e)&&this.useNewrelicHeaderForCors())&&(u.newrelicHeader=this.generateTraceHeader(a,s,c,n,i,o)),u}generateTraceContextParentHeader(e,t){return\"00-\"+t+\"-\"+e+\"-01\"}generateTraceContextStateHeader(e,t,r,n,i){return i+\"@nr=0-1-\"+r+\"-\"+n+\"-\"+e+\"----\"+t}generateTraceHeader(e,t,r,n,i,o){if(!(\"function\"==typeof p.gm?.btoa))return null;var a={v:[0,1],d:{ty:\"Browser\",ac:n,ap:i,id:e,tr:t,ti:r}};return o&&n!==o&&(a.d.tk=o),btoa((0,P.A)(a))}shouldGenerateTrace(e){return this.isDtEnabled()&&this.isAllowedOrigin(e)}isAllowedOrigin(e){var t=!1,r={};if((0,s.gD)(this.agentIdentifier,\"distributed_tracing\")&&(r=(0,s.D0)(this.agentIdentifier).distributed_tracing),e.sameOrigin)t=!0;else if(r.allowed_origins instanceof Array)for(var n=0;n(0,x.p)(e,t,r,n,this.ee);try{const e={xmlhttprequest:\"xhr\",fetch:\"fetch\",beacon:\"beacon\"};p.gm?.performance?.getEntriesByType(\"resource\").forEach((t=>{if(t.initiatorType in e&&0!==t.responseStatus){const r={status:t.responseStatus},n={rxSize:t.transferSize,duration:Math.floor(t.duration),cbTime:0};pe(r,t.name),this.handler(\"xhr\",[r,n,t.startTime,t.responseEnd,e[t.initiatorType]],void 0,a.K7.ajax)}}))}catch(e){}ne(this.ee),Z(this.ee),function(e,t,r,n){function i(e){var t=this;t.totalCbs=0,t.called=0,t.cbTime=0,t.end=R,t.ended=!1,t.xhrGuids={},t.lastSize=null,t.loadCaptureCalled=!1,t.params=this.params||{},t.metrics=this.metrics||{},e.addEventListener(\"load\",(function(r){E(t,e)}),(0,T.jT)(!1)),p.lR||e.addEventListener(\"progress\",(function(e){t.lastSize=e.loaded}),(0,T.jT)(!1))}function o(e){this.params={method:e[0]},pe(this,e[1]),this.metrics={}}function s(t,r){e.loader_config.xpid&&this.sameOrigin&&r.setRequestHeader(\"X-NewRelic-ID\",e.loader_config.xpid);var i=n.generateTracePayload(this.parsedOrigin);if(i){var o=!1;i.newrelicHeader&&(r.setRequestHeader(\"newrelic\",i.newrelicHeader),o=!0),i.traceContextParentHeader&&(r.setRequestHeader(\"traceparent\",i.traceContextParentHeader),i.traceContextStateHeader&&r.setRequestHeader(\"tracestate\",i.traceContextStateHeader),o=!0),o&&(this.dt=i)}}function c(e,r){var n=this.metrics,i=e[0],o=this;if(n&&i){var a=G(i);a&&(n.txSize=a)}this.startTime=(0,S.t)(),this.body=i,this.listener=function(e){try{\"abort\"!==e.type||o.loadCaptureCalled||(o.params.aborted=!0),(\"load\"!==e.type||o.called===o.totalCbs&&(o.onloadCalled||\"function\"!=typeof r.onload)&&\"function\"==typeof o.end)&&o.end(r)}catch(e){try{t.emit(\"internal-error\",[e])}catch(e){}}};for(var s=0;s1?e[1]=o:e.push(o)}}function s(e,t){var r=!1;return t.newrelicHeader&&(e.set(\"newrelic\",t.newrelicHeader),r=!0),t.traceContextParentHeader&&(e.set(\"traceparent\",t.traceContextParentHeader),t.traceContextStateHeader&&e.set(\"tracestate\",t.traceContextStateHeader),r=!0),r}}function y(e,t){this.params={},this.metrics={},this.startTime=(0,S.t)(),this.dt=t,e.length>=1&&(this.target=e[0]),e.length>=2&&(this.opts=e[1]);var r,n=this.opts||{},i=this.target;\"string\"==typeof i?r=i:\"object\"==typeof i&&i instanceof le?r=i.url:p.gm?.URL&&\"object\"==typeof i&&i instanceof URL&&(r=i.href),pe(this,r);var o=(\"\"+(i&&i instanceof le&&i.method||n.method||\"GET\")).toUpperCase();this.params.method=o,this.body=n.body,this.txSize=G(n.body)||0}function w(e,t){if(this.endTime=(0,S.t)(),this.params||(this.params={}),(0,ce.iW)(this.params))return;let n;this.params.status=t?t.status:0,\"string\"==typeof this.rxSize&&this.rxSize.length>0&&(n=+this.rxSize);const i={txSize:this.txSize,rxSize:n,duration:(0,S.t)()-this.startTime};r(\"xhr\",[this.params,i,this.startTime,this.endTime,\"fetch\"],this,a.K7.ajax)}function R(e){const t=this.params,n=this.metrics;if(!this.ended){this.ended=!0;for(let t=0;t{const t=e.getEntries();(0,x.p)(ye,[t],void 0,a.K7.sessionTrace,r)})),n.observe({type:we,buffered:!0})}catch(e){}this.importAggregator(e,{resourceObserver:n})}}var _e=i(2614);class Oe extends b{static featureName=t.TZ;#i;#o;constructor(e,r=!0){let n;super(e,t.TZ,r),this.replayRunning=!1,this.#o=e;try{n=JSON.parse(localStorage.getItem(\"\".concat(_e.H3,\"_\").concat(_e.uh)))}catch(e){}(0,g.SR)(e.agentIdentifier)&&this.ee.on(t.G4.RECORD,(()=>this.#a())),this.#s(n)?(this.#i=n?.sessionReplayMode,this.#c()):this.importAggregator(e),this.ee.on(\"err\",(e=>{this.replayRunning&&(this.errorNoticed=!0,(0,x.p)(t.G4.ERROR_DURING_REPLAY,[e],void 0,this.featureName,this.ee))})),this.ee.on(t.G4.REPLAY_RUNNING,(e=>{this.replayRunning=e}))}#s(e){return e&&(e.sessionReplayMode===_e.g.FULL||e.sessionReplayMode===_e.g.ERROR)||(0,g.Aw)(this.agentIdentifier)}#u=!1;async#c(e){if(!this.#u){this.#u=!0;try{const{Recorder:t}=await Promise.all([i.e(478),i.e(249)]).then(i.bind(i,8589));this.recorder??=new t({mode:this.#i,agentIdentifier:this.agentIdentifier,trigger:e,ee:this.ee,agentRef:this.#o}),this.recorder.startRecording(),this.abortHandler=this.recorder.stopRecording}catch(e){}this.importAggregator(this.#o,{recorder:this.recorder,errorNoticed:this.errorNoticed})}}#a(){this.featAggregate?this.featAggregate.mode!==_e.g.FULL&&this.featAggregate.initializeRecording(_e.g.FULL,!0):(this.#i=_e.g.FULL,this.#c(t.Qb.API),this.recorder&&this.recorder.parent.mode!==_e.g.FULL&&(this.recorder.parent.mode=_e.g.FULL,this.recorder.stopRecording(),this.recorder.startRecording(),this.abortHandler=this.recorder.stopRecording))}}var Ie=i(3962);class Pe extends b{static featureName=Ie.TZ;constructor(e,t=!0){if(super(e,Ie.TZ,t),!p.RI||!(0,R.dV)().o.MO)return;const r=ve(this.ee);Ie.tC.forEach((e=>{(0,T.sp)(e,(e=>{a(e)}),!0)}));const n=()=>(0,x.p)(\"newURL\",[(0,S.t)(),\"\"+window.location],void 0,this.featureName,this.ee);r.on(\"pushState-end\",n),r.on(\"replaceState-end\",n);try{this.removeOnAbort=new AbortController}catch(e){}(0,T.sp)(\"popstate\",(e=>(0,x.p)(\"newURL\",[e.timeStamp,\"\"+window.location],void 0,this.featureName,this.ee)),!0,this.removeOnAbort?.signal);let i=!1;const o=new((0,R.dV)().o.MO)(((e,t)=>{i||(i=!0,requestAnimationFrame((()=>{(0,x.p)(\"newDom\",[(0,S.t)()],void 0,this.featureName,this.ee),i=!1})))})),a=(0,v.s)((e=>{(0,x.p)(\"newUIEvent\",[e],void 0,this.featureName,this.ee),o.observe(document.body,{attributes:!0,childList:!0,subtree:!0,characterData:!0})}),100,{leading:!0});this.abortHandler=function(){this.removeOnAbort?.abort(),o.disconnect(),this.abortHandler=void 0},this.importAggregator(e,{domObserver:o})}}var je=i(7378);const Ce={},ke=[\"appendChild\",\"insertBefore\",\"replaceChild\"];function Le(e){const t=function(e){return(e||B.ee).get(\"jsonp\")}(e);if(!p.RI||Ce[t.debugId])return t;Ce[t.debugId]=!0;var r=(0,W.YM)(t),n=/[?&](?:callback|cb)=([^&#]+)/,i=/(.*)\\.([^.]+)/,o=/^(\\w+)(\\.|$)(.*)$/;function a(e,t){if(!e)return t;const r=e.match(o),n=r[1];return a(r[3],t[n])}return r.inPlace(Node.prototype,ke,\"dom-\"),t.on(\"dom-start\",(function(e){!function(e){if(!e||\"string\"!=typeof e.nodeName||\"script\"!==e.nodeName.toLowerCase())return;if(\"function\"!=typeof e.addEventListener)return;var o=(s=e.src,c=s.match(n),c?c[1]:null);var s,c;if(!o)return;var u=function(e){var t=e.match(i);if(t&&t.length>=3)return{key:t[2],parent:a(t[1],window)};return{key:e,parent:window}}(o);if(\"function\"!=typeof u.parent[u.key])return;var d={};function l(){t.emit(\"jsonp-end\",[],d),e.removeEventListener(\"load\",l,(0,T.jT)(!1)),e.removeEventListener(\"error\",f,(0,T.jT)(!1))}function f(){t.emit(\"jsonp-error\",[],d),t.emit(\"jsonp-end\",[],d),e.removeEventListener(\"load\",l,(0,T.jT)(!1)),e.removeEventListener(\"error\",f,(0,T.jT)(!1))}r.inPlace(u.parent,[u.key],\"cb-\",d),e.addEventListener(\"load\",l,(0,T.jT)(!1)),e.addEventListener(\"error\",f,(0,T.jT)(!1)),t.emit(\"new-jsonp\",[e.src],d)}(e[0])})),t}const He={};function Me(e){const t=function(e){return(e||B.ee).get(\"promise\")}(e);if(He[t.debugId])return t;He[t.debugId]=!0;var r=t.context,n=(0,W.YM)(t),i=p.gm.Promise;return i&&function(){function e(r){var o=t.context(),a=n(r,\"executor-\",o,null,!1);const s=Reflect.construct(i,[a],e);return t.context(s).getCtx=function(){return o},s}p.gm.Promise=e,Object.defineProperty(e,\"name\",{value:\"Promise\"}),e.toString=function(){return i.toString()},Object.setPrototypeOf(e,i),[\"all\",\"race\"].forEach((function(r){const n=i[r];e[r]=function(e){let i=!1;[...e||[]].forEach((e=>{this.resolve(e).then(a(\"all\"===r),a(!1))}));const o=n.apply(this,arguments);return o;function a(e){return function(){t.emit(\"propagate\",[null,!i],o,!1,!1),i=i||!e}}}})),[\"resolve\",\"reject\"].forEach((function(r){const n=i[r];e[r]=function(e){const r=n.apply(this,arguments);return e!==r&&t.emit(\"propagate\",[e,!0],r,!1,!1),r}})),e.prototype=i.prototype;const o=i.prototype.then;i.prototype.then=function(...e){var i=this,a=r(i);a.promise=i,e[0]=n(e[0],\"cb-\",a,null,!1),e[1]=n(e[1],\"cb-\",a,null,!1);const s=o.apply(this,e);return a.nextPromise=s,t.emit(\"propagate\",[i,!0],s,!1,!1),s},i.prototype.then[W.Jt]=o,t.on(\"executor-start\",(function(e){e[0]=n(e[0],\"resolve-\",this,null,!1),e[1]=n(e[1],\"resolve-\",this,null,!1)})),t.on(\"executor-err\",(function(e,t,r){e[1](r)})),t.on(\"cb-end\",(function(e,r,n){t.emit(\"propagate\",[n,!0],this.nextPromise,!1,!1)})),t.on(\"propagate\",(function(e,r,n){this.getCtx&&!r||(this.getCtx=function(){if(e instanceof Promise)var r=t.context(e);return r&&r.getCtx?r.getCtx():this})}))}(),t}const De={},Ke=\"setTimeout\",Ue=\"setInterval\",Ve=\"clearTimeout\",Ge=\"-start\",Fe=[Ke,\"setImmediate\",Ue,Ve,\"clearImmediate\"];function Be(e){const t=function(e){return(e||B.ee).get(\"timer\")}(e);if(De[t.debugId]++)return t;De[t.debugId]=1;var r=(0,W.YM)(t);return r.inPlace(p.gm,Fe.slice(0,2),Ke+\"-\"),r.inPlace(p.gm,Fe.slice(2,3),Ue+\"-\"),r.inPlace(p.gm,Fe.slice(3),Ve+\"-\"),t.on(Ue+Ge,(function(e,t,n){e[0]=r(e[0],\"fn-\",null,n)})),t.on(Ke+Ge,(function(e,t,n){this.method=n,this.timerDuration=isNaN(e[1])?0:+e[1],e[0]=r(e[0],\"fn-\",this,n)})),t}const We={};function ze(e){const t=function(e){return(e||B.ee).get(\"mutation\")}(e);if(!p.RI||We[t.debugId])return t;We[t.debugId]=!0;var r=(0,W.YM)(t),n=p.gm.MutationObserver;return n&&(window.MutationObserver=function(e){return this instanceof n?new n(r(e,\"fn-\")):n.apply(this,arguments)},MutationObserver.prototype=n.prototype),t}const{TZ:qe,d3:Ze,Kp:Ye,$p:Xe,wW:$e,e5:Je,tH:Qe,uP:et,rw:tt,Lc:rt}=je;class nt extends b{static featureName=qe;constructor(e,t=!0){if(super(e,qe,t),!p.RI)return;try{this.removeOnAbort=new AbortController}catch(e){}let r,n=0;const i=this.ee.get(\"tracer\"),o=Le(this.ee),a=Me(this.ee),s=Be(this.ee),c=Z(this.ee),u=this.ee.get(\"events\"),d=ne(this.ee),l=ve(this.ee),f=ze(this.ee);function h(e,t){l.emit(\"newURL\",[\"\"+window.location,t])}function g(){n++,r=window.location.hash,this[et]=(0,S.t)()}function m(){n--,window.location.hash!==r&&h(0,!0);var e=(0,S.t)();this[Je]=~~this[Je]+e-this[et],this[rt]=e}function v(e,t){e.on(t,(function(){this[t]=(0,S.t)()}))}this.ee.on(et,g),a.on(tt,g),o.on(tt,g),this.ee.on(rt,m),a.on($e,m),o.on($e,m),this.ee.on(\"fn-err\",((...t)=>{t[2]?.__newrelic?.[e.agentIdentifier]||(0,x.p)(\"function-err\",[...t],void 0,this.featureName,this.ee)})),this.ee.buffer([et,rt,\"xhr-resolved\"],this.featureName),u.buffer([et],this.featureName),s.buffer([\"setTimeout\"+Ye,\"clearTimeout\"+Ze,et],this.featureName),c.buffer([et,\"new-xhr\",\"send-xhr\"+Ze],this.featureName),d.buffer([Qe+Ze,Qe+\"-done\",Qe+Xe+Ze,Qe+Xe+Ye],this.featureName),l.buffer([\"newURL\"],this.featureName),f.buffer([et],this.featureName),a.buffer([\"propagate\",tt,$e,\"executor-err\",\"resolve\"+Ze],this.featureName),i.buffer([et,\"no-\"+et],this.featureName),o.buffer([\"new-jsonp\",\"cb-start\",\"jsonp-error\",\"jsonp-end\"],this.featureName),v(d,Qe+Ze),v(d,Qe+\"-done\"),v(o,\"new-jsonp\"),v(o,\"jsonp-end\"),v(o,\"cb-start\"),l.on(\"pushState-end\",h),l.on(\"replaceState-end\",h),window.addEventListener(\"hashchange\",h,(0,T.jT)(!0,this.removeOnAbort?.signal)),window.addEventListener(\"load\",h,(0,T.jT)(!0,this.removeOnAbort?.signal)),window.addEventListener(\"popstate\",(function(){h(0,n>1)}),(0,T.jT)(!0,this.removeOnAbort?.signal)),this.abortHandler=this.#n,this.importAggregator(e)}#n(){this.removeOnAbort?.abort(),this.abortHandler=void 0}}var it=i(3333);class ot extends b{static featureName=it.TZ;constructor(e,t=!0){super(e,it.TZ,t);const r=[e.init.page_action.enabled,e.init.performance.capture_marks,e.init.performance.capture_measures,e.init.user_actions.enabled,e.init.performance.resources.enabled];if(p.RI&&(e.init.user_actions.enabled&&(it.Zp.forEach((e=>(0,T.sp)(e,(e=>(0,x.p)(\"ua\",[e],void 0,this.featureName,this.ee)),!0))),it.qN.forEach((e=>(0,T.sp)(e,(e=>(0,x.p)(\"ua\",[e],void 0,this.featureName,this.ee)))))),e.init.performance.resources.enabled&&p.gm.PerformanceObserver?.supportedEntryTypes.includes(\"resource\"))){new PerformanceObserver((e=>{e.getEntries().forEach((e=>{(0,x.p)(\"browserPerformance.resource\",[e],void 0,this.featureName,this.ee)}))})).observe({type:\"resource\",buffered:!0})}r.some((e=>e))?this.importAggregator(e):this.deregisterDrain()}}var at=i(993),st=i(3785);class ct extends b{static featureName=at.TZ;constructor(e,t=!0){super(e,at.TZ,t);const r=this.ee;this.ee.on(\"wrap-logger-end\",(function([e]){const{level:t,customAttributes:n}=this;(0,st.R)(r,e,n,t)})),this.importAggregator(e)}}new class extends o{constructor(t,r){super(r),p.gm?(this.features={},(0,R.bQ)(this.agentIdentifier,this),this.desiredFeatures=new Set(t.features||[]),this.desiredFeatures.add(w),this.runSoftNavOverSpa=[...this.desiredFeatures].some((e=>e.featureName===a.K7.softNav)),(0,d.j)(this,t,t.loaderType||\"agent\"),this.run()):(0,e.R)(21)}get config(){return{info:this.info,init:this.init,loader_config:this.loader_config,runtime:this.runtime}}run(){try{const t=u(this.agentIdentifier),r=[...this.desiredFeatures];r.sort(((e,t)=>a.P3[e.featureName]-a.P3[t.featureName])),r.forEach((r=>{if(!t[r.featureName]&&r.featureName!==a.K7.pageViewEvent)return;if(this.runSoftNavOverSpa&&r.featureName===a.K7.spa)return;if(!this.runSoftNavOverSpa&&r.featureName===a.K7.softNav)return;const n=function(e){switch(e){case a.K7.ajax:return[a.K7.jserrors];case a.K7.sessionTrace:return[a.K7.ajax,a.K7.pageViewEvent];case a.K7.sessionReplay:return[a.K7.sessionTrace];case a.K7.pageViewTiming:return[a.K7.pageViewEvent];default:return[]}}(r.featureName).filter((e=>!(e in this.features)));n.length>0&&(0,e.R)(36,{targetFeature:r.featureName,missingDependencies:n}),this.features[r.featureName]=new r(this)}))}catch(t){(0,e.R)(22,t);for(const e in this.features)this.features[e].abortHandler?.();const r=(0,R.Zm)();delete r.initializedAgents[this.agentIdentifier]?.api,delete r.initializedAgents[this.agentIdentifier]?.features,delete this.sharedAggregator;return r.ee.get(this.agentIdentifier).abort(),!1}}}({features:[he,w,N,Ne,Oe,O,M,ot,ct,Pe,nt],loaderType:\"spa\"})})()})();\n","google","testAutomationFlags",{"_665":24,"_666":24,"_667":24,"_668":24,"_669":24,"_670":24,"_671":24,"_672":24,"_673":24,"_32":24,"_674":24,"_675":168,"_676":168},"disableAds","disableIirisAuth","disableWelcomeAd","disableBigskyAd","disableIirisRecommend","disableDcts","disableWeatherWidget","disableCashGrainWidget","disableCommoditiesWidget","disableCookieBanner","overrideBrandStyling","overrideThemeStyling","configState",{"_54":55,"_52":53,"_679":8,"_680":-7,"_681":24,"_583":682,"_686":687,"_690":691,"_695":696},"uiBrand","colors","isMarketsDivision",{"_7":683,"_684":685},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltc0182b2356ae8eed/64b83949410a1b4c0bd7459b/IW_generic_image.png","contributor","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltd227769938aa3739/64b55d4d33298f5b051a72d5/Contributor_Avatar.png","media",{"_688":689},"brightcoveAccountId","1568176135","newsletterSignupPromo",{"_692":693,"_694":-7},"unbounceURL","https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_ingg126&ch=iwsite","elnConfig","proxyConfigs",{"_697":24,"_698":168},"proxyEnabled","proxyRootPath","brandConfig",{"_13":14,"_701":702,"_703":10,"_15":16,"_704":705,"_706":707,"_38":715,"_688":689,"_43":44,"_50":721,"_722":723,"_727":728,"_632":657,"_733":734,"_769":770,"_33":34,"_774":775},"siteFullName","Information Week","siteUrl","authentication",{},"unbounce",{"_708":709,"_710":711,"_712":713,"_63":714},"local",{"_59":427},"preview",{"_59":427},"staging",{"_59":427},{"_59":427},{"_708":716,"_710":718,"_712":719,"_63":720},{"_40":717},"db797727-a266-409f-983d-f30f1926b3fb-test",{"_40":717},{"_40":41},{"_40":41},{"_7":8,"_52":53,"_54":55},"newsletterSignupPromoContent",{"_112":724,"_725":726},"Newsletter sign up title","message","Newsletter sign up message","marketData",{"_729":730,"_731":732},"commodity",{},"commoditySymbols",[],"iirisRecommendation",{"_735":736,"_737":738,"_739":740,"_741":742,"_743":744,"_745":168,"_746":168,"_747":748,"_749":750,"_751":752,"_753":754,"_755":756,"_757":191,"_758":168,"_759":760,"_761":742,"_762":763,"_764":168,"_765":766,"_767":768},"id","widget-1689347319021","division","it","brandFamily","enterpriseit","entityTagBackground","#333333BF","dateFormat","Month DD, YYYY","showBy","showTime","borderRadius","5","imageWidth","324","imageHeight","182","dateTimeBgcolor","#ffffff","dateTimeFontColor","#767676","imagePosition","dropShadow","dateTimeFontsize","12","entityTagBorderColor","borderColor","#e6e6e6","showdate","redirectMode","same","recipe","related-items","articleSocialShareToggle",{"_771":26,"_772":26,"_773":26},"print","email","reddit","newrelic",{"_776":777},"guid","MzkzNjM0OHxCUk9XU0VSfEFQUExJQ0FUSU9OfDUzODYwMDIwNw","routes/$topic.$slug._index",{"_780":24,"_781":-7,"_782":734,"_783":784,"_1337":1338,"_1345":1346,"_1362":1363,"_1373":1374,"_1390":24},"isRequestedByGoogleBot","weatherWidgetConfig","iirisRecommendationConfig","template",{"_112":258,"_785":786,"_787":168,"_188":47,"_788":789,"_794":795,"_803":804,"_809":810,"_1167":1168,"_1323":1324},"categories",[],"categoryDesc","breadcrumbs",[790,792,793],{"_59":791,"_112":643},"/",{"_112":173,"_59":175},{"_112":258,"_59":259},"newsletterSignUpPromo",{"_112":796,"_725":168,"_797":798,"_799":800,"_188":191,"_801":802},"Never Miss a Beat: Get a snapshot of the issues affecting the IT industry straight to your inbox.","newsletterId","blt8d3a84e50fd3381c","buttonText","SIGN-UP","mode","light","pagination",{"_805":806,"_807":808},"totalCount",32,"currentPage",27,"contents",[811,832,844,853,866,879,891,903,912,921,930,939,952,960,969,982,991,1000,1009,1018,1027,1036,1044,1053,1065,1074,1083,1092,1101,1110,1119,1128,1137,1146,1155],{"_176":177,"_154":812,"_178":813,"_160":820,"_162":820,"_165":821,"_822":823,"_167":168,"_169":824,"_171":168,"_163":825,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[814],{"_57":815,"_182":816,"_184":817,"_818":819},"Alex Kane Rudansky","/author/alex-kane-rudansky","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt8eb00bb0a2416f5e/64bbfd0538446c257fd71433/8232.jpg","role","Associate editor for InformationWeek Healthcare","How Patient Generated Data Changes Healthcare","/machine-learning-ai/how-patient-generated-data-changes-healthcare","linkAttrs",{},"Sep 10, 2013","Patient-generated data, or PGD, could lower costs and improve care, but only if patients participate and healthcare providers can make sense of the data.","articleBodyJsonSummary","normal",1,"paidGating","articleSize","big",{"_176":177,"_154":833,"_178":834,"_160":840,"_162":840,"_165":841,"_822":842,"_167":168,"_169":824,"_171":168,"_163":843,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[835],{"_57":836,"_182":837,"_184":838,"_818":839},"David F Carr","/author/david-f-carr","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt7c19578dd596f01f/64bbfe7c93a409306fa92ede/6995.jpg","Editor, InformationWeek Government/Healthcare","Microsoft Health App Prize Goes To Nova Southeastern","/machine-learning-ai/microsoft-health-app-prize-goes-to-nova-southeastern",{},"Contest for Windows 8 apps that link to Microsoft HealthVault was won by a pharmacy college team investigating consumer health apps.",{"_176":177,"_154":845,"_178":846,"_160":848,"_162":848,"_165":849,"_822":850,"_167":168,"_169":851,"_171":168,"_163":852,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[847],{"_57":815,"_182":816,"_184":817,"_818":819},"Virtual Dermatology Is Here, But Does It Work?","/machine-learning-ai/virtual-dermatology-is-here-but-does-it-work-",{},"Sep 4, 2013","Iagnosis' new app allows dermatologists to virtually diagnose patients with common skin conditions.",{"_176":177,"_154":854,"_178":855,"_160":861,"_162":861,"_165":862,"_822":863,"_167":168,"_169":864,"_171":168,"_163":865,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[856],{"_57":857,"_182":858,"_184":859,"_818":860},"Chris Murphy","/author/chris-murphy","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt76620bd4416d9900/64bbfdd2df824d5b47918729/Chris_Murphy_20125x125.jpg","Editor, InformationWeek","Why Health IT Must Work More Like Amazon","/machine-learning-ai/why-health-it-must-work-more-like-amazon",{},"Jul 10, 2013","Healthcare providers must look beyond Meaningful Use regulations and start asking: Is my site inspiring loyalty from patients?",{"_176":177,"_154":867,"_178":868,"_160":874,"_162":874,"_165":875,"_822":876,"_167":168,"_169":877,"_171":168,"_163":878,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[869],{"_57":870,"_182":871,"_184":872,"_818":873},"Ken Terry","/author/ken-terry","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltec769da9125208c2/64bbfefc83179cb08f53bfc9/Terry-IWK-80x80.jpg","Contributor","Social Media Improves Chronic Disease Care","/machine-learning-ai/social-media-improves-chronic-disease-care",{},"Jun 27, 2013","Online health communities that include providers as well as patients can improve patient engagement and offer other benefits to both groups, says study.",{"_176":177,"_154":880,"_178":881,"_160":886,"_162":886,"_165":887,"_822":888,"_167":168,"_169":889,"_171":168,"_163":890,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[882],{"_57":883,"_182":884,"_184":885,"_818":873},"Neil Versel","/author/neil-versel","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt09276dc10ca91920/64bbfcb099a0df1252d12df9/7008.jpg","VentureHealth: Investing In Better Patient Outcomes","/machine-learning-ai/venturehealth-investing-in-better-patient-outcomes",{},"Jun 24, 2013","New healthcare platform combines VC and crowd-funding to increase healthcare innovation and boost quality of care.",{"_176":177,"_154":892,"_178":893,"_160":898,"_162":898,"_165":899,"_822":900,"_167":168,"_169":901,"_171":168,"_163":902,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[894],{"_57":895,"_182":896,"_184":897,"_818":873},"Gary Flood","/author/gary-flood","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltf741b9e5573a4287/64bbff6eb60258c3be7b8f11/8118.jpg","EU Helps People With Disabilities Find Assistive Technology","/machine-learning-ai/eu-helps-people-with-disabilities-find-assistive-technology",{},"Jun 21, 2013","ATIS4all portal compiles information about technology that helps people with disabilities and the elderly participate more fully in life.",{"_176":177,"_154":904,"_178":905,"_160":907,"_162":907,"_165":908,"_822":909,"_167":168,"_169":910,"_171":168,"_163":911,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[906],{"_57":870,"_182":871,"_184":872,"_818":873},"Caregivers More Likely To Use Online Health Resources","/machine-learning-ai/caregivers-more-likely-to-use-online-health-resources",{},"Jun 20, 2013","Pew Internet study finds more caregivers than non-caregivers use the Internet for health information, drug and provider ratings, and social support.",{"_176":177,"_154":913,"_178":914,"_160":916,"_162":916,"_165":917,"_822":918,"_167":168,"_169":919,"_171":168,"_163":920,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[915],{"_57":870,"_182":871,"_184":872,"_818":873},"PatientsLikeMe Launches Open Research Exchange","/machine-learning-ai/patientslikeme-launches-open-research-exchange",{},"May 21, 2013","Social networking site PatientsLikeMe loans its 200,000-member community to academic and pharma researchers to validate online questionnaires that measure patient outcomes.",{"_176":177,"_154":922,"_178":923,"_160":925,"_162":925,"_165":926,"_822":927,"_167":168,"_169":928,"_171":168,"_163":929,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[924],{"_57":870,"_182":871,"_184":872,"_818":873},"Web Programs Help Adolescents Control Diabetes","/machine-learning-ai/web-programs-help-adolescents-control-diabetes",{},"Apr 25, 2013","Puberty typically wreaks havoc with diabetes control, but a Yale study that combines adolescence and diabetes coping programs reverses that trend.",{"_176":177,"_154":931,"_178":932,"_160":934,"_162":934,"_165":935,"_822":936,"_167":168,"_169":937,"_171":168,"_163":938,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[933],{"_57":883,"_182":884,"_184":885,"_818":873},"Healthcare Patient Engagement Remains Elusive","/machine-learning-ai/healthcare-patient-engagement-remains-elusive",{},"Apr 24, 2013","Processes, attitudes, poor design, even fear of too much data stand in the way of true care partnerships. Is greater patient autonomy the answer?",{"_176":177,"_154":940,"_178":941,"_160":947,"_162":947,"_165":948,"_822":949,"_167":168,"_169":950,"_171":168,"_163":951,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[942],{"_57":943,"_182":944,"_184":945,"_818":946},"Thomas Claburn","/author/thomas-claburn","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt4818d0e945f9905b/64bbfbd1e620414347de14fd/Tom_Claburn_20125x125.jpg","Editor at Large, Enterprise Mobility","Google Searches Show Seasons Shape Mental Health","/machine-learning-ai/google-searches-show-seasons-shape-mental-health",{},"Apr 10, 2013","Research showing an association between seasons and mental health affirms the value of search queries for public health surveillance.",{"_176":177,"_154":953,"_178":954,"_160":956,"_162":956,"_165":957,"_822":958,"_167":168,"_169":950,"_171":168,"_163":959,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[955],{"_57":870,"_182":871,"_184":872,"_818":873},"Hospitals Must Address 'Alarm Fatigue,' Joint Commission Says","/machine-learning-ai/hospitals-must-address-alarm-fatigue-joint-commission-says",{},"Hospitals should develop guidelines for adjusting alarms and improve staff training to prevent harm to patients, says accrediting group.",{"_176":177,"_154":961,"_178":962,"_160":964,"_162":964,"_165":965,"_822":966,"_167":168,"_169":967,"_171":168,"_163":968,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[963],{"_57":870,"_182":871,"_184":872,"_818":873},"Patient Engagement Key To Better Health: AHRQ Report","/machine-learning-ai/patient-engagement-key-to-better-health-ahrq-report",{},"Feb 19, 2013","Lack of standardization is delaying commercial applications for home monitoring devices, says Agency for Healthcare Research and Quality.",{"_176":177,"_154":970,"_178":971,"_160":977,"_162":977,"_165":978,"_822":979,"_167":168,"_169":980,"_171":168,"_163":981,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[972],{"_57":973,"_182":974,"_184":975,"_818":976},"Michelle McNickle","/author/michelle-mcnickle","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte10c0736a985a19c/64bbfcd8bef87b8ff9a321ab/8074.jpg","Associate Editor of InformationWeek Healthcare","Can Avatars Improve Patient Outcomes?","/machine-learning-ai/can-avatars-improve-patient-outcomes-",{},"Feb 7, 2013","Use of avatars that reflect patients' ethnic and educational background can help drive engagement, says study.",{"_176":177,"_154":983,"_178":984,"_160":986,"_162":986,"_165":987,"_822":988,"_167":168,"_169":989,"_171":168,"_163":990,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[985],{"_57":870,"_182":871,"_184":872,"_818":873},"Doctors Take Dim View Of Users' Online Ratings","/machine-learning-ai/doctors-take-dim-view-of-users-online-ratings",{},"Jan 22, 2013","Doctors question small sample sizes and what ratings measure, but many peek at their own report cards anyway.",{"_176":177,"_154":992,"_178":993,"_160":995,"_162":995,"_165":996,"_822":997,"_167":168,"_169":998,"_171":168,"_163":999,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[994],{"_57":870,"_182":871,"_184":872,"_818":873},"Internet Has Yet To Replace Family Doctors","/machine-learning-ai/internet-has-yet-to-replace-family-doctors",{},"Jan 15, 2013","More than a third of Americans go online to diagnose symptoms, but the Internet hasn't usurped the role of the general practitioner in patient care, says Pew study.",{"_176":177,"_154":1001,"_178":1002,"_160":1004,"_162":1004,"_165":1005,"_822":1006,"_167":168,"_169":1007,"_171":168,"_163":1008,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[1003],{"_57":973,"_182":974,"_184":975,"_818":976},"GetWell Network Puts New Spin On Patient Engagement","/machine-learning-ai/getwell-network-puts-new-spin-on-patient-engagement",{},"Jan 14, 2013","GetWell Network's patient engagement pathways are helping organizations achieve substantial drops in readmission rates and rises in Hospital Care Access Program scores.",{"_176":177,"_154":1010,"_178":1011,"_160":1013,"_162":1013,"_165":1014,"_822":1015,"_167":168,"_169":1016,"_171":168,"_163":1017,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[1012],{"_57":870,"_182":871,"_184":872,"_818":873},"Online Resource Helps Patients Make Tough Decisions","/machine-learning-ai/online-resource-helps-patients-make-tough-decisions",{},"Jan 11, 2013","PREPARE website aims to help low-income, low-literacy, elderly patients make difficult medical decisions.",{"_176":177,"_154":1019,"_178":1020,"_160":1022,"_162":1022,"_165":1023,"_822":1024,"_167":168,"_169":1025,"_171":168,"_163":1026,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[1021],{"_57":895,"_182":896,"_184":897,"_818":873},"Gaming Technology Meets Elder Care In Europe","/machine-learning-ai/gaming-technology-meets-elder-care-in-europe",{},"Jan 8, 2013","Verve project uses gaming and virtual reality technology to support treatment of people with chronic neurological and mental health disorders.",{"_176":177,"_154":1028,"_178":1029,"_160":1031,"_162":1031,"_165":1032,"_822":1033,"_167":168,"_169":1034,"_171":168,"_163":1035,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[1030],{"_57":883,"_182":884,"_184":885,"_818":873},"Isabel Opens Online Diagnostic System To Consumers","/machine-learning-ai/isabel-opens-online-diagnostic-system-to-consumers",{},"Dec 12, 2012","Online symptom checker helps patients and doctors work together to find the proper diagnosis.",{"_176":177,"_154":1037,"_178":1038,"_160":1040,"_162":1040,"_165":1041,"_822":1042,"_167":168,"_169":1034,"_171":168,"_163":1043,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[1039],{"_57":973,"_182":974,"_184":975,"_818":976},"HealthTap, Avvo Marriage Gives Consumers More Online Docs","/machine-learning-ai/healthtap-avvo-marriage-gives-consumers-more-online-docs",{},"HealthTap site now offers network of 30,000 doctors, including specialists, to answer consumer questions.",{"_176":177,"_154":1045,"_178":1046,"_160":1048,"_162":1048,"_165":1049,"_822":1050,"_167":168,"_169":1051,"_171":168,"_163":1052,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[1047],{"_57":883,"_182":884,"_184":885,"_818":873},"Will Simpler Health Information Win Over Consumers?","/machine-learning-ai/will-simpler-health-information-win-over-consumers-",{},"Dec 10, 2012","Health reference library written at eighth-grade level could kindle consumers' interest in downloading their own medical records -- and help health providers meet next stage of Meaningful Use.",{"_176":177,"_154":1054,"_178":1055,"_160":1060,"_162":1060,"_165":1061,"_822":1062,"_167":168,"_169":1063,"_171":168,"_163":1064,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[1056],{"_57":1057,"_182":1058,"_184":1059,"_818":873},"Paul Cerrato","/author/paul-cerrato","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt91e16a9e9ca96310/64bbfd1f60682d7432f429b7/7009.jpg","Safety, Technology, Anger And Hope","/machine-learning-ai/safety-technology-anger-and-hope",{},"Nov 30, 2012","America's patient safety record is a source of embarrassment that angers both clinicians and patients. The right IT tools can help mitigate the danger to life and limb.",{"_176":177,"_154":1066,"_178":1067,"_160":1069,"_162":1069,"_165":1070,"_822":1071,"_167":168,"_169":1072,"_171":168,"_163":1073,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[1068],{"_57":870,"_182":871,"_184":872,"_818":873},"Do Patient Portals Ramp Up Cost Of Healthcare?","/machine-learning-ai/do-patient-portals-ramp-up-cost-of-healthcare-",{},"Nov 29, 2012","Kaiser study finds patients who use portals more likely to use healthcare system, but long-term health benefits could outweigh greater use of services.",{"_176":177,"_154":1075,"_178":1076,"_160":1078,"_162":1078,"_165":1079,"_822":1080,"_167":168,"_169":1081,"_171":168,"_163":1082,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[1077],{"_57":870,"_182":871,"_184":872,"_818":873},"New Patient Engagement Guidelines Stress Electronic Tools","/machine-learning-ai/new-patient-engagement-guidelines-stress-electronic-tools",{},"Nov 27, 2012","National eHealth Collaborative offers healthcare organizations self-assessment tool to measure their success in this area.",{"_176":177,"_154":1084,"_178":1085,"_160":1087,"_162":1087,"_165":1088,"_822":1089,"_167":168,"_169":1090,"_171":168,"_163":1091,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[1086],{"_57":973,"_182":974,"_184":975,"_818":976},"Hospital Websites Don't Meet Consumer Expectations","/machine-learning-ai/hospital-websites-don-t-meet-consumer-expectations",{},"Nov 21, 2012","Average satisfaction scores drop four points as consumers demand more from hospital and healthcare system websites, Forsee study finds.",{"_176":177,"_154":1093,"_178":1094,"_160":1096,"_162":1096,"_165":1097,"_822":1098,"_167":168,"_169":1099,"_171":168,"_163":1100,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[1095],{"_57":973,"_182":974,"_184":975,"_818":976},"Personal Health Records Get Social","/machine-learning-ai/personal-health-records-get-social",{},"Nov 14, 2012","ZweenaHealth looks to Facebook and Twitter to encourage consumer education, engagement and ownership of personal health records.",{"_176":177,"_154":1102,"_178":1103,"_160":1105,"_162":1105,"_165":1106,"_822":1107,"_167":168,"_169":1108,"_171":168,"_163":1109,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[1104],{"_57":883,"_182":884,"_184":885,"_818":873},"Healthcare Experts Balance Patient-Reported Data Promise, Problems","/machine-learning-ai/healthcare-experts-balance-patient-reported-data-promise-problems",{},"Nov 5, 2012","Patient questionnaires can detect problems clinicians miss, but it's still hard to integrate the data into electronic health records systems, say American Medical Informatics Association conference panelists.",{"_176":177,"_154":1111,"_178":1112,"_160":1114,"_162":1114,"_165":1115,"_822":1116,"_167":168,"_169":1117,"_171":168,"_163":1118,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[1113],{"_57":973,"_182":974,"_184":975,"_818":976},"Cancer Social Network Supports Meaningful Use Goals","/machine-learning-ai/cancer-social-network-supports-meaningful-use-goals",{},"Oct 29, 2012","Breast cancer patients and survivors show more engagement in their care, a key Meaningful Use stage 2 goal, with the help of social network MyBCTeam.",{"_176":177,"_154":1120,"_178":1121,"_160":1123,"_162":1123,"_165":1124,"_822":1125,"_167":168,"_169":1126,"_171":168,"_163":1127,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[1122],{"_57":870,"_182":871,"_184":872,"_818":873},"Electronic Checklists Help Prevent Medical Errors","/machine-learning-ai/electronic-checklists-help-prevent-medical-errors",{},"Oct 18, 2012","Electronic checklists help reduce mistakes, study shows, but key to effective medication reconciliation lies in health information exchanges.",{"_176":177,"_154":1129,"_178":1130,"_160":1132,"_162":1132,"_165":1133,"_822":1134,"_167":168,"_169":1135,"_171":168,"_163":1136,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[1131],{"_57":870,"_182":871,"_184":872,"_818":873},"The Computerized Psychotherapist Will See You Now","/machine-learning-ai/the-computerized-psychotherapist-will-see-you-now",{},"Oct 17, 2012","Computer-assisted \"brain training\" and mobile apps probably won't replace psychologists, but some experts suggest they could be a useful adjunct.",{"_176":177,"_154":1138,"_178":1139,"_160":1141,"_162":1141,"_165":1142,"_822":1143,"_167":168,"_169":1144,"_171":168,"_163":1145,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[1140],{"_57":1057,"_182":1058,"_184":1059,"_818":873},"Patient Engagement: One Secret To True Healthcare Reform","/machine-learning-ai/patient-engagement-one-secret-to-true-healthcare-reform",{},"Oct 16, 2012","Genuine healthcare reform can't happen until facilities and doctors get patients more involved in their own care. To do that, patients need fast access to more data.",{"_176":177,"_154":1147,"_178":1148,"_160":1150,"_162":1150,"_165":1151,"_822":1152,"_167":168,"_169":1153,"_171":168,"_163":1154,"_826":168,"_188":827,"_172":173,"_174":175,"_186":828,"_829":-5,"_830":831},{"_156":168,"_158":168},[1149],{"_57":883,"_182":884,"_184":885,"_818":873},"Patient-Centric Technology Really Does Improve Patient Care","/machine-learning-ai/patient-centric-technology-really-does-improve-patient-care",{},"Oct 15, 2012","Aetna subsidiaries are seeing tangible results using an accountable care approach that takes advantage of mobile communications and automated reminders for managing chronic illness.",{"_176":1156,"_154":1157,"_178":1158,"_160":1160,"_162":1160,"_165":1161,"_822":1162,"_167":1163,"_169":1164,"_171":168,"_163":1165,"_826":168,"_188":827,"_172":173,"_174":175,"_186":1166,"_829":-5,"_830":831},"Slideshow",{"_156":168,"_158":168},[1159],{"_57":973,"_182":974,"_184":975,"_818":976},"7 E-Health Tools To Get Patients Engaged","/machine-learning-ai/7-e-health-tools-to-get-patients-engaged",{},"/slideshows","Oct 8, 2012","Final Meaningful Use Stage 2 rules, now in effect, make patient engagement more important than ever. Here are some e-tools that you can use to draw in patients.",7,"sidebarModules",[1169,1263,1289,1312],{"_88":1170,"_1171":1172,"_1260":1261},"module_content_cards","data",{"_112":1173,"_1174":168,"_188":1175,"_809":1176,"_1256":1257,"_1258":1257,"_1259":-7},"Editor's Choice","moduleLabel","default",[1177,1193,1206,1219,1235],{"_88":1178,"_1171":1179},"contentPreview",{"_176":299,"_188":1180,"_154":1181,"_160":1184,"_162":1184,"_165":1185,"_167":1185,"_822":1186,"_169":313,"_171":168,"_172":339,"_174":340,"_178":1187,"_186":305,"_829":1189},"card-horizontal",{"_156":1182,"_158":1183},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt96f3b0d329e14d21/677c31f5e4a6e41239148e6b/TheMatrix_Neo-MarkWiener-AlamyStockPhoto.jpg","Graphic Pop Art style Illustration of Keanu Reeves as NEO from the film, The Matrix","Y2K and Infrastructure Resilience 25 Years Later","/it-infrastructure/y2k-and-infrastructure-resilience-25-years-later",{},[1188],{"_57":302,"_182":303,"_184":304},{"_1190":24,"_1191":1192},"paidContent","paidProductTaxonomy",[],{"_88":1178,"_1171":1194},{"_176":177,"_188":1180,"_154":1195,"_160":1198,"_162":1198,"_165":1199,"_167":1199,"_822":1200,"_169":1201,"_171":168,"_172":199,"_174":133,"_178":1202,"_186":419,"_829":1204},{"_156":1196,"_158":1197},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltc836cd7e008ac6fd/673622c22202400113c00768/2DRD7WH.jpg","Young businessman working on a virtual screen of the future and sees the inscription: Now hiring ","Help Wanted: IT Hiring Trends in 2025","/it-leadership/help-wanted-it-hiring-trends-in-2025",{},"Nov 20, 2024",[1203],{"_57":181,"_182":183,"_184":185},{"_1190":24,"_1191":1205},[],{"_88":1178,"_1171":1207},{"_176":177,"_188":1180,"_154":1208,"_160":1211,"_162":1212,"_165":1213,"_167":1213,"_822":1214,"_169":350,"_171":168,"_172":339,"_174":340,"_178":1215,"_186":1166,"_829":1217},{"_156":1209,"_158":1210},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltec2bbafcce5dc94a/676ed75b9577f5afd7871cf7/cloud_trends-Aigars_Reinholds-alamy.jpg","Pair of Binoculars with blue sky with clouds on a white background","7 Private Cloud Trends to Watch in 2025","7 Private Cloud Trends to Watch in 2025 ","/it-infrastructure/7-private-cloud-trends-to-watch-in-2025",{},[1216],{"_57":181,"_182":183,"_184":185},{"_1190":24,"_1191":1218},[],{"_88":1178,"_1171":1220},{"_176":177,"_188":1180,"_154":1221,"_160":1224,"_162":1224,"_165":1225,"_167":1225,"_822":1226,"_169":1227,"_171":168,"_172":173,"_174":175,"_178":1228,"_186":187,"_829":1233},{"_156":1222,"_158":1223},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt279c848462b00842/676d9ade3a5cba462a959795/digitalbudgeting_Brainlight-AlamyStockPhoto.jpg","Financial services concept as a business symbol for mobile payment and electronic payments for investing and budgeting","Let AI Help You Plan Your Next IT Budget","/machine-learning-ai/let-ai-help-you-plan-your-next-it-budget",{},"Dec 31, 2024",[1229],{"_57":1230,"_182":1231,"_184":1232},"John Edwards","/author/john-edwards","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte185e89eb327a1c3/64bbfbd29a2908fafb14d71d/John-Edwards-125x125.jpg",{"_1190":24,"_1191":1234},[],{"_88":1178,"_1171":1236},{"_176":177,"_188":1180,"_154":1237,"_160":1240,"_162":1241,"_165":1242,"_167":1242,"_822":1243,"_169":170,"_171":168,"_172":199,"_174":133,"_178":1244,"_186":1253,"_829":1254},{"_156":1238,"_158":1239},"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltbf06263940b69a5e/668da1beeb4ff69673df3f17/BubbleBurst-Brian_Jackson-CFMK07-CP.jpg","Green Balloon about to be burst by a needle held by a businessman's hand in a pinstripe sleeve.","Tech Company Layoffs: The COVID Tech Bubble Bursts","Tech Layoffs: The COVID Tech Bubble Bursts","/it-leadership/tech-company-layoffs-the-covid-tech-bubble-bursts-sep-14",{},[1245,1249],{"_57":1246,"_182":1247,"_184":1248},"Brandon Taylor","/author/brandon-taylor","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt15232db5d2321c39/64bf5c007b352808e9c5a64e/BrandonTaylorHeadshot1.jpg",{"_57":1250,"_182":1251,"_184":1252},"Jessica Davis","/author/jessica-davis","https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte17e46d01a58d768/64bf65b2e7200e514c22fb6c/JessicaDavisHeadshot012020croppedsquare.jpg",298,{"_1190":24,"_1191":1255},[],"dateDisplay","show","contributorDisplay","displayAd","adConfig",{"_1262":24},"nativeAdOption",{"_88":1264,"_1171":1265},"module_link_list",{"_1266":1267,"_1268":1269,"_1270":1271,"_1272":1273,"_1274":1275,"_586":26,"_1280":1281},"listOption","External Feed","listTitle","Webinars","icon","ChalkBoard","externalFeed","https://smartbox.techweb.com/smartbox/externalsmartbox?site_id=300001&taxonomy_ids=&num_display=3&article_type=upcoming_webinars","ctaButton",{"_1276":1277,"_1278":1279},"ctaButtonLink","/resources?types=Webinar","ctaButtonText","More Webinars","articles",[1282],{"_112":1283,"_1284":1285,"_59":1286,"_1287":1288},"The CIO’s Guide to IT Automation in 2025: Enabling Innovation & Efficiency","publishedDate","Dec 09, 2024","https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_autp87&ch=SBX&cid=_upcoming_webinars_8.500001511&_mc=_upcoming_webinars_8.500001511","eventDate","Feb 06, 2025",{"_88":1264,"_1171":1290},{"_1266":1267,"_1268":440,"_1270":1291,"_1272":1292,"_1274":1293,"_586":26,"_1280":1296},"Document","https://smartbox.techweb.com/smartbox/externalsmartbox?site_id=300001&taxonomy_ids=&num_display=&article_type=whitepaper",{"_1276":1294,"_1278":1295},"/resources?types=Whitepaper","More White Papers",[1297,1300,1303,1306,1309],{"_112":1298,"_1284":168,"_59":1299,"_1287":168},"Unleash Secure Enterprise Edge and Cloud Transformation","https://nc-resources.networkcomputing.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_defa7698&ch=SBX&cid=_whitepaper_14.500005877&_mc=_whitepaper_14.500005877",{"_112":1301,"_1284":168,"_59":1302,"_1287":168},"State of ITSM in Manufacturing: Challenges & Opportunities","https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_tean419&ch=SBX&cid=_whitepaper_14.500005875&_mc=_whitepaper_14.500005875",{"_112":1304,"_1284":168,"_59":1305,"_1287":168},"Optimizing ITSM for Retail: Challenges & Key Strategies","https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_tean425&ch=SBX&cid=_whitepaper_14.500005872&_mc=_whitepaper_14.500005872",{"_112":1307,"_1284":168,"_59":1308,"_1287":168},"ESG Report: SOC Market Trends","https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_splu577&ch=SBX&cid=_whitepaper_14.500005858&_mc=_whitepaper_14.500005858",{"_112":1310,"_1284":168,"_59":1311,"_1287":168},"Beyond the GenAI Gype: Real World Investments, Use Cases, and Concerns","https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_motj13&ch=SBX&cid=_whitepaper_14.500005854&_mc=_whitepaper_14.500005854",{"_88":1264,"_1171":1313},{"_1266":1267,"_1268":461,"_1270":1291,"_1272":1314,"_1274":1315,"_586":26,"_1280":1318},"https://smartbox.techweb.com/smartbox/externalsmartbox?site_id=300001&taxonomy_ids=&num_display=5&article_type=analytics",{"_1276":1316,"_1278":1317},"/resources?types=Research+Report","More Reports",[1319],{"_112":1320,"_1284":1321,"_59":1322,"_1287":168},"2022 State of ITOps and SecOps","Jun 21, 2022","https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_ingg40&ch=sbx&cid=_analytics_7.300005937&_mc=_analytics_7.300005937","resourcesModule",{"_112":1325,"_1326":1327,"_1256":1336},"More Insights","linkLists",[1328,1332],{"_1266":1267,"_1268":1269,"_1270":1271,"_1272":1273,"_1274":1329,"_586":26,"_1280":1330},{"_1276":1277,"_1278":1279},[1331],{"_112":1283,"_1284":1285,"_59":1286,"_1287":1288},{"_1266":1267,"_1268":461,"_1270":1291,"_1272":1314,"_1274":1333,"_586":26,"_1280":1334},{"_1276":1316,"_1278":1317},[1335],{"_112":1320,"_1284":1321,"_59":1322,"_1287":168},"hide","metadata",{"_88":1339,"_1340":1341,"_1342":1343,"_1344":12},"topic","uid","blt8ddb5803bb3075bb","aid","567255","reg","schema",[1347],{"_1348":1349,"_1350":1351,"_1352":1353},"@context","https://schema.org","@type","BreadcrumbList","itemListElement",[1354,1358,1360],{"_1350":1355,"_1356":828,"_57":643,"_1357":10},"ListItem","position","item",{"_1350":1355,"_1356":319,"_57":173,"_1357":1359},"https://www.informationweek.com/machine-learning-ai",{"_1350":1355,"_1356":275,"_57":258,"_1357":1361},"https://www.informationweek.com/machine-learning-ai/ai-innovations","seo",{"_1364":1365,"_1366":1367,"_1368":1369,"_1370":24,"_1371":1372,"_13":702},"canonicalUrl","https://www.informationweek.com/machine-learning-ai/ai-innovations?page=27","metaDescription","Explore the latest news and expert commentary on AI Innovations, brought to you by the editors of InformationWeek","metaTitle","AI Innovations recent news | InformationWeek","noIndex","imageUrl","https://www.informationweek.com/assets/informationweek-CPuEQLBP.ico","gtm",{"_1375":1376},"loadEvent",{"_1377":1378,"_1382":1383,"_1385":1386},"attributes",{"_1362":1379},{"_1380":1365,"_1381":24},"canonicalURL","hideFromSearchEngines","category",{"_1384":1339},"pageType","pageInfo",{"_1387":1341,"_1388":258,"_1389":1361},"pageID","pageName","destinationURL","isLivePreview","actionData","errors"]

Related Topics

Recent in Leadership

Related Topics

Recent in Resilience

Related Topics

Recent in ML & AI

Related Topics

Recent in Data

Related Topics

Recent in Sustainability

Related Topics

Recent in Infrastructure

Related Topics

Recent in Software

Related Topics

Recent in More

AI Innovations

Editor's Choice