Causaly Knowledge Graph

A variety of data sources, including Biomedical Literature, and several side effect databases are machine-read and integrated in the Causaly Knowledge Graph. Customers can integrate their own content to benefit from evidence in existing knowledge information systems. All evidence is represented as a cause-effect network operating in a Graph database, and can be queried and explored through a defined REST API.

Data Sources
  • Biomedical Literature
  • Clinical Trials
  • Patents
  • FDA Labels
  • Other
  • Number of documents
  • Interactions between entities
  • Unique interactions between entities

Proprietary AI for causality extraction

Causaly has developed AI technology that can understand cause and effect evidence in natural language and join it into directional causal graphs. The system understands the document context and linguistic expression to extract Event Causality.

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Datasheet: Causaly Machine-reading Technology Platform

Causaly, the provider of a unique evidence - based research platform for Biomedical Cause & Effect discovery, has developed a proprietary technology for understanding Natural Language as published in biomedical literature.

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What is your document corpus?

MEDLINE™ and PubMed Central™ are part of the Causaly platform. Also, through Partnerships with publishers, we have added additional premium content to the platform.

Do you use only abstracts or also full text publications?

We machine-read abstracts and, when available, full text academic publications. Currently more than 2 million publications are full text, and the rest are abstracts.

Do you also process structured data from tables and illustrations?

No, at this moment we focus exclusively on insights from Natural Language.

How do you account for research which is not reproducible?

Causaly is an evidence-based research platform. We surface the evidence, prequalify it and present it to our users for review. The final decision on the credibility and value of evidence lies with the user.

Can you integrate other data sources such as patents, proprietary documents and other 3rd party databases?

Yes, we have integrated several curated 3rd party databases. New data sources are continuously being added to the platform.

Is my data secure with Causaly?

Yes. We take the security of our users’ data very seriously and have taken precautions to secure our platform and user data.