{"id":1629,"date":"2023-09-11T15:23:50","date_gmt":"2023-09-11T19:23:50","guid":{"rendered":"https:\/\/carleton.ca\/sam3\/?page_id=1629"},"modified":"2026-02-18T11:57:30","modified_gmt":"2026-02-18T16:57:30","slug":"cognition","status":"publish","type":"page","link":"https:\/\/carleton.ca\/sam3\/cognition\/","title":{"rendered":"Expertise: Cognition"},"content":{"rendered":"\n<section class=\"w-screen px-6 cu-section cu-section--white ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl  md:space-y-10 cu-prose-first-last\">\n\n            <div class=\"cu-textmedia flex flex-col lg:flex-row mx-auto gap-6 md:gap-10 my-6 md:my-12 first:mt-0 max-w-5xl\">\n        <div class=\"justify-start cu-textmedia-content cu-prose-first-last\" style=\"flex: 0 0 100%;\">\n            <header class=\"font-light prose-xl cu-pageheader md:prose-2xl cu-component-updated cu-prose-first-last\">\n                                    <h1 class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px text-3xl md:text-4xl lg:text-5xl lg:leading-[3.5rem] pb-5 after:w-10 text-cu-black-700 not-prose\">\n                        Expertise: Cognition\n                    <\/h1>\n                \n                                \n                            <\/header>\n\n                    <\/div>\n\n            <\/div>\n\n    <\/div>\n<\/section>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1195\" height=\"407\" src=\"https:\/\/carleton.ca\/sam3\/wp-content\/uploads\/sites\/194\/v3Logo.jpg\" alt=\"AgeWell logo\" class=\"wp-image-104\" style=\"width:300px\" srcset=\"https:\/\/carleton.ca\/sam3\/wp-content\/uploads\/sites\/194\/v3Logo.jpg 1195w, https:\/\/carleton.ca\/sam3\/wp-content\/uploads\/sites\/194\/v3Logo-160x54.jpg 160w, https:\/\/carleton.ca\/sam3\/wp-content\/uploads\/sites\/194\/v3Logo-240x82.jpg 240w, https:\/\/carleton.ca\/sam3\/wp-content\/uploads\/sites\/194\/v3Logo-768x262.jpg 768w, https:\/\/carleton.ca\/sam3\/wp-content\/uploads\/sites\/194\/v3Logo-400x136.jpg 400w, https:\/\/carleton.ca\/sam3\/wp-content\/uploads\/sites\/194\/v3Logo-360x123.jpg 360w\" sizes=\"auto, (max-width: 1195px) 100vw, 1195px\" \/><\/figure>\n\n\n\n<h2 id=\"sam3-expertise-areas-cognition\" class=\"wp-block-heading\">SAM3 Expertise Areas: Cognition<\/h2>\n\n\n\n<p>The assessment of cognition and specifically cognitive change is an emerging area of research and SAM3 researchers are exploring this through a number of methods.<\/p>\n\n\n\n<p><strong>Cognition Assessment Methods<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Performance of Activities of Daily Living<\/li>\n\n\n\n<li>Computer based assessment including Serious Games<\/li>\n\n\n\n<li>Driving<\/li>\n<\/ul>\n\n\n\n    \n\n\n                                                                                                                                                                                                                                                                                                                                                                                    \n\n\n\n<section class=\"w-screen px-6 cu-section cu-section--white cu-section--cards ml-offset-center md:px-8 lg:px-14\" data-attributes=\"&#x7B;&quot;numberOfPosts&quot;&#x3A;12,&quot;showImages&quot;&#x3A;false,&quot;moreButton&quot;&#x3A;&quot;loadmore&quot;,&quot;blockType&quot;&#x3A;&quot;cards&quot;,&quot;contentType&quot;&#x3A;&quot;post&quot;,&quot;currentPage&quot;&#x3A;1,&quot;blockBackground&quot;&#x3A;&quot;white&quot;,&quot;numberOfColumns&quot;&#x3A;3,&quot;showDates&quot;&#x3A;true,&quot;showTimeToRead&quot;&#x3A;true,&quot;showExcerpts&quot;&#x3A;true,&quot;showFilter&quot;&#x3A;false,&quot;taxName&quot;&#x3A;&quot;category&quot;,&quot;categories&quot;&#x3A;&quot;142&quot;,&quot;tags&quot;&#x3A;&quot;&quot;&#x7D;\" data-page=\"2\">\n    <div class=\"space-y-6 cu-max-w-child-5xl  md:space-y-10 cu-prose-first-last\">\n\n                \n                \n        <div class=\"cu-loading hidden text-center mx-auto h-6 w-6 animate-spin rounded-full border-4 border-solid border-current border-r-transparent align-[-0.125em] motion-reduce:animate-[spin_1.5s_linear_infinite]\" role=\"status\">\n    <span class=\"!absolute !-m-px !h-px !w-px !overflow-hidden !whitespace-nowrap !border-0 !p-0 ![clip:rect(0,0,0,0)]\">\n        Loading&#8230;\n    <\/span>\n<\/div>\n\n                                        \n        <p class=\"cu-no-posts hidden\">\n            No\n            category\n\n            posts are available.\n        <\/p>\n\n                <div class=\"cu-column cu-component not-contained mx-auto grid max-w-5xl md:grid-cols-3 gap-6 md:gap-10\">\n                        \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n\n    \n    \n        <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n        <div class=\"flex flex-row w-full gap-1\">\n                        <time datetime=\"2026-04-06T20:00:00-04:00\" class=\"block italic text-sm text-cu-black-600\">\n        April 7, 2026\n    <\/time>\n\n                    <\/div>        \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n        Laska, B., Goubran, R., Vukovic, B., Wallace, B., Ault, L., &#038; Laghai, A. (2026). Enabling Independence: Assessing Activities of Daily Living to Inform Safety. Accessibility Institute, Carleton University.\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                Link to Article\n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2026\/laska-b-goubran-r-vukovic-b-wallace-b-ault-l-laghai-a-2026-enabling-independence-assessing-activities-of-daily-living-to-inform-safety-accessibility-institute-carleton-univers\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                Laska, B., Goubran, R., Vukovic, B., Wallace, B., Ault, L., &#038; Laghai, A. (2026). Enabling Independence: Assessing Activities of Daily Living to Inform Safety. Accessibility Institute, Carleton University.\n            <\/span>\n        <\/a>\n    <\/footer>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n\n    \n    \n        <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n        <div class=\"flex flex-row w-full gap-1\">\n                        <time datetime=\"2026-03-29T20:00:00-04:00\" class=\"block italic text-sm text-cu-black-600\">\n        March 30, 2026\n    <\/time>\n\n                    <\/div>        \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n        IEEE Video Tutorial: \n\u201cThe Supportive Smart Home: Solutions Enabling Independence \u2013 Ambient Sensing, Artificial Intelligence in Ethical Context\u201c\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                \n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2026\/ieee-video-tutorial-the-supportive-smart-home-solutions-enabling-independence-ambient-sensing-artificial-intelligence-in-ethical-context\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                IEEE Video Tutorial: \n\u201cThe Supportive Smart Home: Solutions Enabling Independence \u2013 Ambient Sensing, Artificial Intelligence in Ethical Context\u201c\n            <\/span>\n        <\/a>\n    <\/footer>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n\n    \n    \n        <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n        <div class=\"flex flex-row w-full gap-1\">\n                        <time datetime=\"2026-03-27T20:00:00-04:00\" class=\"block italic text-sm text-cu-black-600\">\n        March 28, 2026\n    <\/time>\n\n                    <\/div>        \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n        Smart homes helping older adults live safely and independently\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                NRC Article on our recent projectOne morning, an older man doesn&#8217;t go to the kitchen for breakfast as he usually does. Instead, he&#8217;s still sitting\n                                    &#8230;\n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2026\/smart-homes-helping-older-adults-live-safely-and-independently\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                Smart homes helping older adults live safely and independently\n            <\/span>\n        <\/a>\n    <\/footer>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n\n    \n    \n        <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n        <div class=\"flex flex-row w-full gap-1\">\n                        <time datetime=\"2025-12-22T19:00:00-05:00\" class=\"block italic text-sm text-cu-black-600\">\n        December 23, 2025\n    <\/time>\n\n                    <\/div>        \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n        B. Chimehi, J. Larivi\u00e8re-Chartier, B. Wallace, L. Ault, F. Knoefel, J. Kaye, Z. Beattie, J. Steele, L. Anderson, N.Thomas, \u201cDigital Signatures of Caregiver Burden: Machine Learning Classification Using Multimodal In-Home Sensor Data\u201d, ISG 2026\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                \n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2025\/b-chimehi-j-lariviere-chartier-b-wallace-l-ault-f-knoefel-j-kaye-z-beattie-j-steele-l-anderson-n-thomas-digital-signatures-of-caregiver-burden-machine-learning-classification-usi\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                B. Chimehi, J. Larivi\u00e8re-Chartier, B. Wallace, L. Ault, F. Knoefel, J. Kaye, Z. Beattie, J. Steele, L. Anderson, N.Thomas, \u201cDigital Signatures of Caregiver Burden: Machine Learning Classification Using Multimodal In-Home Sensor Data\u201d, ISG 2026\n            <\/span>\n        <\/a>\n    <\/footer>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n\n    \n    \n        <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n        <div class=\"flex flex-row w-full gap-1\">\n                        <time datetime=\"2025-12-22T19:00:00-05:00\" class=\"block italic text-sm text-cu-black-600\">\n        December 23, 2025\n    <\/time>\n\n                    <\/div>        \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n        A. Laghai, S. Shafiyan, N. Thomas, M. Kunz, K. Fraser, B. Wallace, R. Goubran, F. Knoefel, \u201cCan Gaze\u2013Speech Coupling in Reading Help Clinicians Detect Cognitive Decline Remotely?\u201d ISG 2026\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                &nbsp; &nbsp;\n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2025\/a-laghai-s-shafiyan-n-thomas-m-kunz-k-fraser-b-wallace-r-goubran-f-knoefel-can-gaze-speech-coupling-in-reading-help-clinicians-detect-cognitive-decline-remotely-isg-2026\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                A. Laghai, S. Shafiyan, N. Thomas, M. Kunz, K. Fraser, B. Wallace, R. Goubran, F. 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Knoefel, \u201cSupportive Systems for Cognitive Health and Dementia: Survey of technology and the role of standards\u201d, ASC Project Report, 2025.\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                Link to report &nbsp;\n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2025\/p-masson-k-milne-b-wallace-r-goubran-f-knoefel-standards-for-supportive-systems-for-cognitive-health-and-dementia-age-well-project-report-2023-2\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                P. Masson, K. Milne, B. Wallace, B. Laska, R. Goubran, B. Vukovic, F. 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Yaaqoubi, Hajer Chalghoumi, Emily Jones Joanisse, Rachel Sturm, Sara Aghvami, Laura Laird, Bruce Wallace, Heidi Sveistrup, \u201cEvaluation and Comparison of an Online and an In-Person Digital Literacy Program\u201d, AGEWELL AGM, 2025\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                \n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2025\/ashleigh-beltempo-tessa-murchison-jannah-mustafa-charles-prevost-ayman-yaaqoubi-hajer-chalghoumi-emily-jones-joanisse-rachel-sturm-sara-aghvami-laura-laird-bruce-wallace-heidi-sveistrup\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                Ashleigh Beltempo, Tessa Murchison, Jannah Mustafa, Charles Pr\u00e9vost, Ayman Yaaqoubi, Hajer Chalghoumi, Emily Jones Joanisse, Rachel Sturm, Sara Aghvami, Laura Laird, Bruce Wallace, Heidi Sveistrup, \u201cEvaluation and Comparison of an Online and an In-Person Digital Literacy Program\u201d, AGEWELL AGM, 2025\n            <\/span>\n        <\/a>\n    <\/footer>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n\n    \n    \n        <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n        <div class=\"flex flex-row w-full gap-1\">\n                        <time datetime=\"2025-10-27T20:00:00-04:00\" class=\"block italic text-sm text-cu-black-600\">\n        October 28, 2025\n    <\/time>\n\n                    <\/div>        \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n        Frank Knoefel, Heidi Sveistrup, Emma Daoust, Cassandra Druken, Noel de Sasio, Marla Calder, Krista Whitney, \u201cUsability of a New Supportive Smart Home Technology Readiness Assessment Tool: Perspectives of Occupational Therapists\u201d, AGEWELL AGM, 2025\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                \n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2025\/frank-knoefel-heidi-sveistrup-emma-daoust-cassandra-druken-noel-de-sasio-marla-calder-krista-whitney-usability-of-a-new-supportive-smart-home-technology-readiness-assessment-tool-perspective\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                Frank Knoefel, Heidi Sveistrup, Emma Daoust, Cassandra Druken, Noel de Sasio, Marla Calder, Krista Whitney, \u201cUsability of a New Supportive Smart Home Technology Readiness Assessment Tool: Perspectives of Occupational Therapists\u201d, AGEWELL AGM, 2025\n            <\/span>\n        <\/a>\n    <\/footer>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n\n    \n    \n        <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n        <div class=\"flex flex-row w-full gap-1\">\n                        <time datetime=\"2025-10-27T20:00:00-04:00\" class=\"block italic text-sm text-cu-black-600\">\n        October 28, 2025\n    <\/time>\n\n                    <\/div>        \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n        Sina Shafiyan, Neil Thomas, Manuela Kunz, Kathleen Fraser, Bruce Wallace, Rafik Goubran, Amir Laghai, Frank Knoefel, \u201cSaccadic Markers of Cognitive Decline: Preliminary Findings from a Multimodal Eye Movement and Speech Assessment\u201d, AGEWELL AGM, 2025\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                Best Poster Runner Up\n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2025\/sina-shafiyan-neil-thomas-manuela-kunz-kathleen-fraser-bruce-wallace-rafik-goubran-amir-laghai-frank-knoefel-saccadic-markers-of-cognitive-decline-preliminary-findings-from-a-multimodal-eye\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                Sina Shafiyan, Neil Thomas, Manuela Kunz, Kathleen Fraser, Bruce Wallace, Rafik Goubran, Amir Laghai, Frank Knoefel, \u201cSaccadic Markers of Cognitive Decline: Preliminary Findings from a Multimodal Eye Movement and Speech Assessment\u201d, AGEWELL AGM, 2025\n            <\/span>\n        <\/a>\n    <\/footer>\n<\/div>\n\n            \n                    \n\n<div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n\n    \n    \n        <header class=\"flex flex-col gap-3  px-6 first:mt-6\">\n        <div class=\"flex flex-row w-full gap-1\">\n                        <time datetime=\"2025-10-27T20:00:00-04:00\" class=\"block italic text-sm text-cu-black-600\">\n        October 28, 2025\n    <\/time>\n\n                    <\/div>        \n        \n    \n    <h2 class=\"line-clamp-3 text-lg font-semibold text-cu-black 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Knoefel, S. Gagnon, F. Berbatovci, M. Schwellnus, A. Frank, N. Thomas, S. Marshall, B. Wallace, R. Goubran, \u201cComparing Older to Middle-Aged Drivers on a Driving Simulator\u201d, Canadian Geriatrics Journal, 2025\n    <\/h2>\n\n            <\/header>\n\n\n            <div class=\"flex flex-col px-6 dark:text-white\">\n            <p class=\"text-base text-cu-black-700 dark:text-white \">\n                Link to paper\n                            <\/p>\n        <\/div>\n    \n    <footer class=\"px-6 pt-3 mt-auto md:pt-5\">\n        <a href=\"https:\/\/carleton.ca\/sam3\/2025\/f-knoefel-s-gagnon-f-berbatovci-m-schwellnus-a-frank-n-thomas-s-marshall-b-wallace-r-goubran-comparing-older-to-middle-aged-drivers-on-a-driving-simulator-canadian-geriatrics-jo\/\" class=\"cu-button cu-button--red cu-button--small\">\n            Read news\n            <span class=\"sr-only\">\n                post\n                F. Knoefel, S. Gagnon, F. Berbatovci, M. Schwellnus, A. Frank, N. Thomas, S. 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