{"id":1686,"date":"2022-12-17T16:06:42","date_gmt":"2022-12-17T16:06:42","guid":{"rendered":"http:\/\/clinicaltrialrisk.org\/?p=1686"},"modified":"2022-12-18T16:07:53","modified_gmt":"2022-12-18T16:07:53","slug":"sample","status":"publish","type":"post","link":"https:\/\/clinicaltrialrisk.org\/sample\/","title":{"rendered":"Celebrating the launch of the Clinical Trial Risk Tool"},"content":{"rendered":"\n

I am please to announce the Clinical Trial Risk Tool, which is now open to the public to use.<\/p>\n\n\n\n

The tool is available at https:\/\/app.clinicaltrialrisk.org<\/a>.<\/p>\n\n\n\n

\"\"
Screenshot of the tool<\/figcaption><\/figure>\n\n\n\n

The tool consists of a web interface where a user can upload a protocol in PDF or Word format, and ultimately a number of features were extracted, such as number of subjects, statistical analysis plan, effect size, number of countries, etc.<\/p>\n\n\n\n

The NLP model was developed as an ensemble of components which extracted different aspects of information from the text, including rule-based (hand-coded) and neural network designs.<\/p>\n\n\n\n

The model\u2019s output features were then condensed down via a clinical trials risk model which ultimately produces a three-level risk traffic light score. The full analysis can be exported as XLSX or PDF.<\/p>\n","protected":false},"excerpt":{"rendered":"

I am please to announce the Clinical Trial Risk Tool, which is now open to the public to use. The tool is available at https:\/\/app.clinicaltrialrisk.org. The tool consists of a web interface where a user can upload a protocol in PDF or Word format, and ultimately a number of features were extracted, such as number […]<\/p>\n","protected":false},"author":1,"featured_media":1399,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"yoast_head":"\nCelebrating the launch of the Clinical Trial Risk Tool - CLINICAL TRIAL RISK TOOL<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/clinicaltrialrisk.org\/sample\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Celebrating the launch of the Clinical Trial Risk Tool - CLINICAL TRIAL RISK TOOL\" \/>\n<meta property=\"og:description\" content=\"I am please to announce the Clinical Trial Risk Tool, which is now open to the public to use. 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