GET https://rct.dev.bbntimes.com/science/how-machine-learning-is-changing-prescription-delivery

Response
200 OK
IP
216.73.216.240
Profiled on
Token
6b9fa7

ArticleController :: show

Request

GET Parameters

None

POST Parameters

None

Uploaded Files

None

Request Attributes

Key Value
_controller 
"App\Controller\ArticleController::show"
_firewall_context 
"security.firewall.map.context.main"
_links 
Symfony\Component\WebLink\GenericLinkProvider {#3588
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    }
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    }
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      -rel: [
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      -attributes: [
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      -attributes: [
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      ]
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    3699 => Symfony\Component\WebLink\Link {#3699
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      -attributes: [
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      ]
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    3698 => Symfony\Component\WebLink\Link {#3698
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      -attributes: [
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      -attributes: [
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    3696 => Symfony\Component\WebLink\Link {#3696
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      -attributes: [
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"article_show"
_route_params 
[
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_security_firewall_run 
"_security_main"
_stopwatch_token 
"c348a7"
category 
"science"
slug 
"how-machine-learning-is-changing-prescription-delivery"

Request Headers

Header Value
accept 
"*/*"
accept-encoding 
"gzip, br, zstd, deflate"
connection 
"close"
cookie 
"PHPSESSID=tinqb8cmeekfhcenkojk7dt8fu"
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, 21 Jun 2025 17:36:33 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 
"6b9fa7"

Cookies

Request Cookies

Key Value
PHPSESSID 
"tinqb8cmeekfhcenkojk7dt8fu"

Response Cookies

No response cookies

Session 6

Session Metadata

Key Value
Created 
"Sat, 21 Jun 25 17:36:30 +0000"
Last used 
"Sat, 21 Jun 25 17:36:31 +0000"
Lifetime 
0

Session Attributes

Attribute Value
_csrf/https-comment 
"liAwt090iaKBdasOA4TJJpKGyBUrSOemygrkctYWUDc"
_csrf/https-cookie_accept 
"WR7kGzv9vT_Z_9Ws7T5FD5mlrm4VtmgghVBGo3O66G4"

Session Usage

6 Usages
Stateless check enabled
Usage
Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:76
Show trace 
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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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  [
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:56
Show trace 
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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"
    "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" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/runtime/Runner/Symfony/HttpKernelRunner.php"
    "line" => 35
    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\Kernel"
    "type" => "->"
  ]
  [
    "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"
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    "function" => "getToken"
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    "function" => "twig_get_attribute"
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    "function" => "displayWithErrorHandling"
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    "function" => "render"
    "class" => "Twig\Template"
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    "line" => 280
    "function" => "render"
    "class" => "Twig\TemplateWrapper"
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    "function" => "render"
    "class" => "Twig\Environment"
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    "line" => 453
    "function" => "doRenderView"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
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    "function" => "doRender"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
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  [
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    "function" => "render"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
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    "function" => "renderHeader"
    "class" => "App\Controller\AppController"
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  [
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    "function" => "handleRaw"
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    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpCache/SubRequestHandler.php"
    "line" => 86
    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/Fragment/InlineFragmentRenderer.php"
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    "function" => "render"
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  [
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    "function" => "render"
    "class" => "Symfony\Component\HttpKernel\DependencyInjection\LazyLoadingFragmentHandler"
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  [
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    "function" => "display"
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    "line" => 394
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/Template.php"
    "line" => 367
    "function" => "displayWithErrorHandling"
    "class" => "Twig\Template"
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  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/Template.php"
    "line" => 379
    "function" => "display"
    "class" => "Twig\Template"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/TemplateWrapper.php"
    "line" => 38
    "function" => "render"
    "class" => "Twig\Template"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/Environment.php"
    "line" => 280
    "function" => "render"
    "class" => "Twig\TemplateWrapper"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/framework-bundle/Controller/AbstractController.php"
    "line" => 448
    "function" => "render"
    "class" => "Twig\Environment"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/framework-bundle/Controller/AbstractController.php"
    "line" => 453
    "function" => "doRenderView"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/framework-bundle/Controller/AbstractController.php"
    "line" => 253
    "function" => "doRender"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/src/Controller/ArticleController.php"
    "line" => 277
    "function" => "render"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
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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" => "->"
  ]
  [
    "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" => "->"
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  [
    "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"
    "class" => "Symfony\Component\HttpKernel\Kernel"
    "type" => "->"
  ]
  [
    "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\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" => "->"
  ]
  [
    "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" => "->"
  ]
  [
    "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" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/event-dispatcher/Debug/TraceableEventDispatcher.php"
    "line" => 139
    "function" => "dispatch"
    "class" => "Symfony\Component\EventDispatcher\EventDispatcher"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
    "line" => 214
    "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"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
    "type" => "->"
  ]
  [
    "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" => "->"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/Kernel.php"
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    "function" => "handle"
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    "line" => 35
    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\Kernel"
    "type" => "->"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
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    "function" => "run"
    "class" => "Symfony\Component\Runtime\Runner\Symfony\HttpKernelRunner"
    "type" => "->"
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  [
    "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"
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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=tinqb8cmeekfhcenkojk7dt8fu"
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/how-machine-learning-is-changing-prescription-delivery"
REDIRECT_REDIRECT_SCRIPT_URL 
"/science/how-machine-learning-is-changing-prescription-delivery"
REDIRECT_REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_REDIRECT_STATUS 
"200"
REDIRECT_REDIRECT_UNIQUE_ID 
"aFbtoFDGsIl0EBapMk88EQAAAMg"
REDIRECT_SCRIPT_URI 
"https://rct.dev.bbntimes.com/science/how-machine-learning-is-changing-prescription-delivery"
REDIRECT_SCRIPT_URL 
"/science/how-machine-learning-is-changing-prescription-delivery"
REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_STATUS 
"200"
REDIRECT_UNIQUE_ID 
"aFbtoFDGsIl0EBapMk88EQAAAMg"
REDIRECT_URL 
"/public/science/how-machine-learning-is-changing-prescription-delivery"
REMOTE_ADDR 
"216.73.216.240"
REMOTE_PORT 
"28138"
REQUEST_METHOD 
"GET"
REQUEST_SCHEME 
"https"
REQUEST_TIME 
1750527392
REQUEST_TIME_FLOAT 
1750527392.7822
REQUEST_URI 
"/science/how-machine-learning-is-changing-prescription-delivery"
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/how-machine-learning-is-changing-prescription-delivery"
SCRIPT_URL 
"/science/how-machine-learning-is-changing-prescription-delivery"
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 
"aFbtoFDGsIl0EBapMk88EQAAAMg"

Sub Requests 6

CookieController :: renderAnalysis (token = 6e1ca8)

Key Value
_controller 
"App\Controller\CookieController::renderAnalysis"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"ec4cad"

AppController :: renderHeader (token = e0fa1f)

Key Value
_controller 
"App\Controller\AppController::renderHeader"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"b6d2ae"
slug 
"home"

ArticleController :: trendingArticle (token = a08aed)

Key Value
_controller 
"App\Controller\ArticleController::trendingArticle"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"b081a1"
category 
"Science"

ArticleController :: relatedArticles (token = 91eff4)

Key Value
_controller 
"App\Controller\ArticleController::relatedArticles"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"c496c5"
current_article 
App\Entity\Article {#1094
  -id: 13887
  -title: "How Machine Learning is Changing Prescription Delivery"
  -slug: "how-machine-learning-is-changing-prescription-delivery"
  -introtext: "<p>As the healthcare industry continues to evolve, pharmacists play an essential role in delivering patient care.</p>\r\n"
  -content: """
    \r\n
    <p>With the increasing demand for pharmaceutical services, pharmacists are looking for ways to improve efficiency while maintaining the highest levels of patient safety. Machine learning is an emerging technology that can help pharmacists deliver prescriptions more effectively and efficiently. In this article, we will explore how machine learning can revolutionize the <a href="science/machine-learning-is-empowering-the-pharmaceutical-industry" target="_blank" rel="noopener">pharmacy industry</a>.</p>\r\n
    <h2>What is Machine Learning?</h2>\r\n
    <p><img src="/images/ML_Explained.png" alt="ML_Explained.png" width="800" height="601" /></p>\r\n
    <p><a href="technology/machine-learning-needs-our-attention" target="_blank" rel="noopener">Machine learning</a> is a branch of artificial intelligence that involves developing algorithms that can learn from data and make predictions or decisions based on that data. It involves using statistical techniques to analyze large amounts of data and identify patterns and insights that can inform decision-making.</p>\r\n
    <h2>How Machine Learning Can Improve Prescription Delivery</h2>\r\n
    <p>Machine learning can help pharmacists deliver prescriptions more effectively and efficiently by automating various tasks and providing valuable insights into patient care.</p>\r\n
    <p><img src="/images/Where_Big_Tech_is_Developijhds.jpeg" alt="Where_Big_Tech_is_Developijhds.jpeg" width="800" height="472" /></p>\r\n
    <p><em><a href="https://www.cbinsights.com/reports/CB-Insights_Big-Tech-In-Pharma.pdf" target="_blank" rel="noopener">Source: CB Insights</a></em></p>\r\n
    <p>Here are some ways machine learning can be used in pharmacy:</p>\r\n
    <ul>\r\n
    <li>\r\n
    <p>Predictive analytics: Machine learning algorithms can analyze patient data to predict medication adherence, identify potential drug interactions, and improve prescription accuracy.</p>\r\n
    </li>\r\n
    <li>\r\n
    <p><a href="technology/robotic-process-automation-challenges-examples" target="_blank" rel="noopener">Robotic process automation</a>: Machine learning can automate routine tasks such as prescription filling, inventory management, and order processing, freeing up pharmacists' time to focus on more complex tasks.</p>\r\n
    </li>\r\n
    <li>\r\n
    <p><a href="financial/augmented-analytics-can-help-with-fraud-detection-and-other-operations-in-banking" target="_blank" rel="noopener">Fraud detection</a>: Machine learning can identify potential fraud and abuse in prescription claims, reducing the risk of financial loss and improving patient safety.</p>\r\n
    </li>\r\n
    </ul>\r\n
    <h2>Machine Learning Applications in Pharmacy</h2>\r\n
    <p><img src="/images/Machine_Learning_Applications_in_Pharmacy.png" alt="Machine_Learning_Applications_in_Pharmacy.png" width="800" height="261" /></p>\r\n
    <p><em><a href="https://www.sciencedirect.com/science/article/abs/pii/S0169409X2100315X" target="_blank" rel="noopener">Source: Science Direct</a></em></p>\r\n
    <p>Numerous companies and organizations are already using machine learning in pharmacy to improve patient care and increase efficiency. For example:</p>\r\n
    <ul>\r\n
    <li>\r\n
    <p>Genoa Healthcare is using machine learning to predict medication non-adherence and intervene before patients miss doses, reducing hospitalization rates.</p>\r\n
    </li>\r\n
    <li>\r\n
    <p>CVS Health is using machine learning to automate prescription refills, reducing wait times and improving patient satisfaction.</p>\r\n
    </li>\r\n
    <li>\r\n
    <p>RxRevu is using machine learning to analyze electronic health records and identify potential drug interactions, improving prescription accuracy and patient safety.</p>\r\n
    </li>\r\n
    </ul>\r\n
    <h2>Benefits and Challenges of Machine Learning in Pharmacy</h2>\r\n
    <p><img src="/images/Benefits_and_Challenges_of_Machine_Learning_in_Pharmacy.png" alt="Benefits_and_Challenges_of_Machine_Learning_in_Pharmacy.png" width="800" height="617" /></p>\r\n
    <p><em><a href="https://www.nature.com/articles/s41563-019-0338-z" target="_blank" rel="noopener">Source: Nature Magazine</a></em></p>\r\n
    <p>The benefits of machine learning in pharmacy are clear, including increased efficiency, improved patient care, and reduced errors. However, there are also challenges that must be addressed, such as ensuring patient privacy and data security, addressing bias in algorithms, and managing the cost of implementing machine learning technology.</p>\r\n
    <h2>Future Prospects of Machine Learning in Pharmacy</h2>\r\n
    <p><img src="/images/Future_Prospects_of_Machine_Learning_in_Pharmacy.jpg" alt="Future_Prospects_of_Machine_Learning_in_Pharmacy.jpg" width="800" height="321" /></p>\r\n
    <p><em><a href="https://www.thelancet.com/article/S2352-3964%2819%2930549-3/fulltext" target="_blank" rel="noopener">Source: The Lancet</a></em></p>\r\n
    <p>As the healthcare industry continues to evolve, machine learning is poised to play an increasingly important role in pharmacy. With ongoing research and development, we can expect to see more innovative uses of machine learning in prescription delivery, patient care, and overall healthcare management.</p>\r\n
    <h2>Conclusion</h2>\r\n
    <p>Machine learning is a powerful technology that can help pharmacists deliver prescriptions more effectively and efficiently. From predictive analytics to robotic process automation, machine learning has numerous applications in pharmacy that can improve patient care and reduce errors. While there are challenges that must be addressed, the future prospects of machine learning in pharmacy are promising, and we can expect to see more innovative uses of this technology in the future.</p>
    """
  -user: Proxies\__CG__\App\Entity\User {#1092 …}
  -createdAt: DateTime @1694102460 {#1145
    date: 2023-09-07 16:01:00.0 UTC (+00:00)
  }
  -updatedAt: DateTime @1694102527 {#1150
    date: 2023-09-07 16:02:07.0 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: 4610
  -comments: Doctrine\ORM\PersistentCollection {#1125 …}
  -reviewed_at: DateTime @1694102460 {#1148
    date: 2023-09-07 16:01:00.0 UTC (+00:00)
  }
  -metakey: "How Machine Learning is Changing Prescription Delivery"
  -metadesc: "As the healthcare industry continues to evolve, pharmacists play an essential role in delivering patient care."
  -robots: null
  -publishedAt: DateTime @1694102460 {#1147
    date: 2023-09-07 16:01:00.0 UTC (+00:00)
  }
  -canonical: null
  -superTag: null
}

AppController :: renderFooter (token = c550e4)

Key Value
_controller 
"App\Controller\AppController::renderFooter"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"c7239c"

CookieController :: renderCookie (token = 690a97)

Key Value
_controller 
"App\Controller\CookieController::renderCookie"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"671373"