GET https://rct.dev.bbntimes.com/science/artificial-intelligence-algorithm-developed-by-mit-identifies-98-5-of-covid-19-cases

Response
200 OK
IP
216.73.216.222
Profiled on
Token
53b912

ArticleController :: show

Request

GET Parameters

None

POST Parameters

None

Uploaded Files

None

Request Attributes

Key Value
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"_security_main"
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"94ca69"
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"science"
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"artificial-intelligence-algorithm-developed-by-mit-identifies-98-5-of-covid-19-cases"

Request Headers

Header Value
accept 
"*/*"
accept-encoding 
"gzip, br, zstd, deflate"
connection 
"close"
cookie 
"PHPSESSID=oo0er23eoih6vnubklu9ov6fk1"
host 
"rct.dev.bbntimes.com"
user-agent 
"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
x-php-ob-level 
"1"

Request Content

Request content not available (it was retrieved as a resource).

Response

Response Headers

Header Value
cache-control 
"no-cache, private"
content-type 
"text/html; charset=UTF-8"
date 
"Sat, 31 May 2025 01:57:07 GMT"
link 
"</build/runtime.js>; rel="preload"; as="script",</build/644.js>; rel="preload"; as="script",</build/502.js>; rel="preload"; as="script",</build/app.js>; rel="preload"; as="script",</build/view-more.js>; rel="preload"; as="script",</build/term-condition.js>; rel="preload"; as="script",</build/contact.js>; rel="preload"; as="script",</build/scroll-infinite-article.js>; rel="preload"; as="script",</build/app.css>; rel="preload"; as="style",</build/cookie-style.css>; rel="preload"; as="style",</build/term-condition-css.css>; rel="preload"; as="style",</build/contact-css.css>; rel="preload"; as="style",</build/comment-css.css>; rel="preload"; as="style""
x-debug-token 
"53b912"

Cookies

Request Cookies

Key Value
PHPSESSID 
"oo0er23eoih6vnubklu9ov6fk1"

Response Cookies

No response cookies

Session 6

Session Metadata

Key Value
Created 
"Sat, 31 May 25 01:56:12 +0000"
Last used 
"Sat, 31 May 25 01:57:04 +0000"
Lifetime 
0

Session Attributes

Attribute Value
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"Grnry7kOZH8pvWPBRAejDNX4XBC-1I0_rrp8dVzRqXQ"
_csrf/https-cookie_accept 
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Session Usage

6 Usages
Stateless check enabled
Usage
Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:76
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:79
Show trace 
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:52
Show trace 
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:56
Show trace 
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
    "line" => 181
    "function" => "show"
    "class" => "App\Controller\ArticleController"
    "type" => "->"
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
    "line" => 76
    "function" => "handleRaw"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/Kernel.php"
    "line" => 197
    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
    "type" => "->"
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/runtime/Runner/Symfony/HttpKernelRunner.php"
    "line" => 35
    "function" => "handle"
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    "type" => "->"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
    "line" => 29
    "function" => "run"
    "class" => "Symfony\Component\Runtime\Runner\Symfony\HttpKernelRunner"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/public/index.php"
    "line" => 5
    "args" => [
      "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
    ]
    "function" => "require_once"
  ]
]
Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage:41
Show trace 
[
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/security-core/Authentication/Token/Storage/UsageTrackingTokenStorage.php"
    "line" => 41
    "function" => "getMetadataBag"
    "class" => "Symfony\Component\HttpFoundation\Session\Session"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/twig-bridge/AppVariable.php"
    "line" => 103
    "function" => "getToken"
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    "function" => "twig_get_attribute"
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    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/TemplateWrapper.php"
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    "line" => 453
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  [
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    "function" => "show"
    "class" => "App\Controller\ArticleController"
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    "line" => 76
    "function" => "handleRaw"
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    "type" => "->"
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  [
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    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
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    "function" => "handle"
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    "function" => "run"
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  [
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    "line" => 5
    "args" => [
      "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
    ]
    "function" => "require_once"
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]
Symfony\Component\Security\Http\Firewall\ContextListener:171
Show trace 
[
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/security-http/Firewall/ContextListener.php"
    "line" => 171
    "function" => "remove"
    "class" => "Symfony\Component\HttpFoundation\Session\Session"
    "type" => "->"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/event-dispatcher/Debug/WrappedListener.php"
    "line" => 116
    "function" => "onKernelResponse"
    "class" => "Symfony\Component\Security\Http\Firewall\ContextListener"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/event-dispatcher/EventDispatcher.php"
    "line" => 220
    "function" => "__invoke"
    "class" => "Symfony\Component\EventDispatcher\Debug\WrappedListener"
    "type" => "->"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/event-dispatcher/EventDispatcher.php"
    "line" => 56
    "function" => "callListeners"
    "class" => "Symfony\Component\EventDispatcher\EventDispatcher"
    "type" => "->"
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  [
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    "function" => "dispatch"
    "class" => "Symfony\Component\EventDispatcher\EventDispatcher"
    "type" => "->"
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    "function" => "dispatch"
    "class" => "Symfony\Component\EventDispatcher\Debug\TraceableEventDispatcher"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
    "line" => 202
    "function" => "filterResponse"
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    "type" => "->"
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
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]

Flashes

Flashes

No flash messages were created.

Server Parameters

Server Parameters

Defined in .env

Key Value
APP_ENV 
"dev"
APP_SECRET 
"0a988e63f011514eaabfc650b599af4d"
CORS_ALLOW_ORIGIN 
"*"
DATABASE_URL 
"mysql://bbndb_rctuser:33F5W25z40or0f7@localhost:3306/rct_bbntimes"
GOOGLE_RECAPTCHA_SECRET_KEY 
"6LdV5fgpAAAAANxzTG8ZMfIjil1wu-1vrQvnUt-x"
GOOGLE_RECAPTCHA_SITE_KEY 
"6LdV5fgpAAAAAENKcn73MJAhQrbtQeqgyC4wDLMP"
MAILER_DSN 
"smtp://no-reply%40rct.dev.bbntimes.com:Bl6%26gLD48%26Of919@rct.dev.bbntimes.com:465"
MARIADB_PASSWORD 
"i!87pK&!85ezc8"

Defined as regular env variables

Key Value
APP_DEBUG 
"1"
BASE 
"/public"
CONTEXT_DOCUMENT_ROOT 
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com"
CONTEXT_PREFIX 
""
DOCUMENT_ROOT 
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com"
FCGI_ROLE 
"RESPONDER"
GATEWAY_INTERFACE 
"CGI/1.1"
HTTPS 
"on"
HTTP_ACCEPT 
"*/*"
HTTP_ACCEPT_ENCODING 
"gzip, br, zstd, deflate"
HTTP_CONNECTION 
"close"
HTTP_COOKIE 
"PHPSESSID=oo0er23eoih6vnubklu9ov6fk1"
HTTP_HOST 
"rct.dev.bbntimes.com"
HTTP_USER_AGENT 
"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY 
"0"
PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY 
"0"
PATH 
"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/snap/bin"
PHP_SELF 
"/public/index.php"
PP_CUSTOM_PHP_CGI_INDEX 
"plesk-php81-fastcgi"
PP_CUSTOM_PHP_INI 
"/var/www/vhosts/system/rct.dev.bbntimes.com/etc/php.ini"
QUERY_STRING 
""
REDIRECT_BASE 
"/public"
REDIRECT_HTTPS 
"on"
REDIRECT_PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY 
"0"
REDIRECT_PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY 
"0"
REDIRECT_REDIRECT_HTTPS 
"on"
REDIRECT_REDIRECT_PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY 
"0"
REDIRECT_REDIRECT_PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY 
"0"
REDIRECT_REDIRECT_SCRIPT_URI 
"https://rct.dev.bbntimes.com/science/artificial-intelligence-algorithm-developed-by-mit-identifies-98-5-of-covid-19-cases"
REDIRECT_REDIRECT_SCRIPT_URL 
"/science/artificial-intelligence-algorithm-developed-by-mit-identifies-98-5-of-covid-19-cases"
REDIRECT_REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_REDIRECT_STATUS 
"200"
REDIRECT_REDIRECT_UNIQUE_ID 
"aDph8X9bcoq1GptgowUYRgAAAIA"
REDIRECT_SCRIPT_URI 
"https://rct.dev.bbntimes.com/science/artificial-intelligence-algorithm-developed-by-mit-identifies-98-5-of-covid-19-cases"
REDIRECT_SCRIPT_URL 
"/science/artificial-intelligence-algorithm-developed-by-mit-identifies-98-5-of-covid-19-cases"
REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_STATUS 
"200"
REDIRECT_UNIQUE_ID 
"aDph8X9bcoq1GptgowUYRgAAAIA"
REDIRECT_URL 
"/public/science/artificial-intelligence-algorithm-developed-by-mit-identifies-98-5-of-covid-19-cases"
REMOTE_ADDR 
"216.73.216.222"
REMOTE_PORT 
"23622"
REQUEST_METHOD 
"GET"
REQUEST_SCHEME 
"https"
REQUEST_TIME 
1748656626
REQUEST_TIME_FLOAT 
1748656626.3653
REQUEST_URI 
"/science/artificial-intelligence-algorithm-developed-by-mit-identifies-98-5-of-covid-19-cases"
SCRIPT_FILENAME 
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/public/index.php"
SCRIPT_NAME 
"/public/index.php"
SCRIPT_URI 
"https://rct.dev.bbntimes.com/science/artificial-intelligence-algorithm-developed-by-mit-identifies-98-5-of-covid-19-cases"
SCRIPT_URL 
"/science/artificial-intelligence-algorithm-developed-by-mit-identifies-98-5-of-covid-19-cases"
SERVER_ADDR 
"5.196.1.209"
SERVER_ADMIN 
"[no address given]"
SERVER_NAME 
"rct.dev.bbntimes.com"
SERVER_PORT 
"443"
SERVER_PROTOCOL 
"HTTP/1.1"
SERVER_SIGNATURE 
"<address>Apache Server at rct.dev.bbntimes.com Port 443</address>\n"
SERVER_SOFTWARE 
"Apache"
SSL_TLS_SNI 
"rct.dev.bbntimes.com"
SYMFONY_DOTENV_VARS 
"APP_ENV,APP_SECRET,DATABASE_URL,MARIADB_PASSWORD,CORS_ALLOW_ORIGIN,MAILER_DSN,GOOGLE_RECAPTCHA_SECRET_KEY,GOOGLE_RECAPTCHA_SITE_KEY"
UNIQUE_ID 
"aDph8X9bcoq1GptgowUYRgAAAIA"

Sub Requests 6

CookieController :: renderAnalysis (token = 022fc2)

Key Value
_controller 
"App\Controller\CookieController::renderAnalysis"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"6f1729"

AppController :: renderHeader (token = ca0791)

Key Value
_controller 
"App\Controller\AppController::renderHeader"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"1c136f"
slug 
"home"

ArticleController :: trendingArticle (token = 7732e8)

Key Value
_controller 
"App\Controller\ArticleController::trendingArticle"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"04d1a5"
category 
"Science"

ArticleController :: relatedArticles (token = 03c195)

Key Value
_controller 
"App\Controller\ArticleController::relatedArticles"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"1e8776"
current_article 
App\Entity\Article {#1094
  -id: 7311
  -title: "Artificial Intelligence Algorithm Developed by MIT Identifies 98.5% of Covid-19 Cases"
  -slug: "artificial-intelligence-algorithm-developed-by-mit-identifies-98-5-of-covid-19-cases"
  -introtext: "<p><span style="color: #000000;">MIT researchers have developed an artificial intelligence algorithm, which detects covid-19 cases by the sound of their coughs.</span></p>\r\n"
  -content: """
    \r\n
    <p><span style="color: #000000;">The artificial intelligence (AI) system identifies 98.5% of coronavirus cases even in asymptomatic individuals.&nbsp;The MIT researchers would need regulatory approval to further develop the model into an app.</span></p>\r\n
    <p><span style="color: #000000;">Artificial intelligence is gaining a signifcant role in the healthcare industry.&nbsp;</span></p>\r\n
    <p><span style="color: #000000;">According to Gartner, there are&nbsp;5 areas ripe for better COVID decision-making through AI in healthcare.</span></p>\r\n
    <p><span style="color: #000000;"><strong>1. Early detection and epidemic analysis.&nbsp;</strong>Gartner names automated contact tracing, epidemic forecasting and monitoring the development of herd immunity as examples of this AI deployment category.</span></p>\r\n
    <p><span style="color: #000000;"><strong>2. Containment.&nbsp;</strong>Lockdowns and similarly aggressive, one-size-fits-all measures carry enormous societal and economic costs, Gartner points out. For this reason, healthcare leaders should consult with experts in fields such as behavior analytics to optimize containment efforts.</span></p>\r\n
    <p><span style="color: #000000;"><strong>3. Triage and diagnosis.&nbsp;</strong>Gartner notes that AI-enabled self-triage has already found a foothold in healthcare, as evidenced by telehealth services and virtual health assistants have increasingly helped individuals get pre-diagnoses and know what to do next.</span></p>\r\n
    <p><span style="color: #000000;"><strong>4. Healthcare operations.&nbsp;</strong>Predictive staffing can help healthcare CIOs and chief data officers (CDOs) better align the supply of materials, equipment—and, not least, frontline healthcare workers—with the demand for care as it ebbs and flows, Gartner suggests.</span></p>\r\n
    <p><span style="color: #000000;"><strong>5. Vaccine research &amp; development.&nbsp;</strong>Gartner cites AI graphs and natural language processing as aids for medical researchers needing to quickly find connections across massive stacks of published clinical trials.&nbsp;Here is a webinar on AI in radiology.</span></p>\r\n
    <p><span style="color: #000000;">Is your company ready for AI?</span></p>\r\n
    <p><span style="color: #000000;">While most of the focus seems to be on the potential of emerging technologies and accelerating them, there are several&nbsp;other barriers to AI dissemination and implementation.&nbsp;Perhaps the most obstructive one is the people part.</span></p>\r\n
    <p><span style="color: #000000;">Authors of an HBR article noted that, contrary to&nbsp;popular belief, digital transformation is less about technology and more&nbsp;about people. You can pretty much buy any technology, but your ability to adapt to an ever more digital future depends on developing the next generation of skills,&nbsp;closing the gap&nbsp;between talent supply and demand, and future-proofing your own and others’ potential.</span></p>\r\n
    <p><span style="color: #000000;">The secret to AI is people.</span></p>\r\n
    <p><span style="color: #000000;">The challenge is how to&nbsp;educate and train doctors and patients to win the 4th industrial revolution&nbsp;and enable them&nbsp;to change their behavior.</span></p>\r\n
    <p><span style="color: #000000;">Here are some ways to overcome the roadblocks:</span></p>\r\n
    <ol>\r\n
    <li><span style="color: #000000;">Put people first</span></li>\r\n
    <li><span style="color: #000000;">Harden the soft skills</span></li>\r\n
    <li><span style="color: #000000;">Drive change from both the top-down and bottom-up</span></li>\r\n
    <li><span style="color: #000000;">Change your culture through leaderpreneurship</span></li>\r\n
    <li><span style="color: #000000;">Lead innovators, don't manage innovation systems</span></li>\r\n
    <li><span style="color: #000000;">Use the right data to drive the right decisions when solving the right problems</span></li>\r\n
    <li><span style="color: #000000;">Think big, start small and stay small until you are ready to take the next steps</span></li>\r\n
    <li><span style="color: #000000;">Be sure you have the right structure and processes in place</span></li>\r\n
    <li><span style="color: #000000;">Empower AI champions and project teams to align with strategic priorities</span></li>\r\n
    <li><span style="color: #000000;">Know when to lead from the back instead of the front</span></li>\r\n
    <li><span style="color: #000000;">Teach data literacy</span></li>\r\n
    </ol>\r\n
    <p><span style="color: #000000;">Focus on the people part. Otherwise, you'll wind up with a VCR clicker that no one knows how to program.</span></p>\r\n
    <p><span style="color: #000000;">Arlen Meyers, MD, MBA is the President and CEO of the&nbsp;Society of Physician Entrepreneurs&nbsp;on Twitter@ArlenMD and&nbsp;Facebook group</span>.</p>
    """
  -user: Proxies\__CG__\App\Entity\User {#1092 …}
  -createdAt: DateTime @1604496752 {#1145
    date: 2020-11-04 13:32:32.0 UTC (+00:00)
  }
  -updatedAt: DateTime @1621431639 {#1150
    date: 2021-05-19 13:40:39.0 UTC (+00:00)
  }
  -deletedAt: null
  -category: App\Entity\Category {#445 …}
  -status: "published"
  -imageCard: Proxies\__CG__\App\Entity\File {#1184 …}
  -ImageHeader: Proxies\__CG__\App\Entity\File {#1184 …}
  -featured: false
  -mainView: false
  -clicks: 1671
  -comments: Doctrine\ORM\PersistentCollection {#1125 …}
  -reviewed_at: DateTime @1604496752 {#1148
    date: 2020-11-04 13:32:32.0 UTC (+00:00)
  }
  -metakey: "Artificial Intelligence Algorithm Developed by MIT Identifies 98.5% of Covid-19 Cases"
  -metadesc: "MIT researchers have developed an artificial intelligence algorithm, which detects covid-19 cases by the sound of their coughs."
  -robots: null
  -publishedAt: DateTime @1604496752 {#1147
    date: 2020-11-04 13:32:32.0 UTC (+00:00)
  }
  -canonical: null
  -superTag: null
}

AppController :: renderFooter (token = b7aac0)

Key Value
_controller 
"App\Controller\AppController::renderFooter"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"e561eb"

CookieController :: renderCookie (token = 9ff47a)

Key Value
_controller 
"App\Controller\CookieController::renderCookie"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"a3c36c"