Framework for LLM-Assisted Screening with High Sensitivity

A living LLM-based framework designed to accelerate literature screening for systematic reviews of randomized clinical trials

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How does FLASH perform?

Near-Perfect Sensitivity

  • Captures 99.9% of eligible RCTs

  • Detects eligible RCTs missed by manual screening

Dramatic Workload Reduction

  • Reduces manual workload by more than 92%

More information can be found in the Annals of Internal Medicine

Free screening services powered by FLASH

Get started

  1. Create an account using your institutional email address

  2. Enter your review’s PROSPERO registration number

  3. Review your objectives and eligibility criteria, and revise them if needed

  4. Upload the files containing your search results

What happens next

  1. We standardize your review objectives and eligibility criteria and contact you if clarification is needed

  2. We use FLASH to screen abstracts and full texts

  3. We send you the screening results

Please note:

  • FLASH has not been validated for screening studies of behavioral interventions

  • Abstract screening is limited to records that include an abstract

  • Full-text screening is limited to open-access articles due to copyright restrictions

FLASH account