Explainable preliminary matching
Recruit
Shows which criteria a synthetic profile meets, does not meet, or cannot yet be evaluated against.
Module purpose
Help research teams surface potentially relevant cases and organise clarification while keeping the decision with an authorised investigator.
Status
Public clinical and operational validation results and medical-device registration details have not been published. This module must not be treated as an approved medical device. Human approval remains mandatory for clinical, ethical and regulatory decisions.Public clinical and operational validation results and medical-device registration details have not been published. This module must not be treated as an approved medical device. Human approval remains mandatory for clinical, ethical and regulatory decisions.
Inputs
- Protocol Guard rules
- Minimum necessary candidate profile
- Source and version metadata
- Permitted clarification workflow
How it works
- Maps each fact to a criterion
- Separates match, exclusion and unknown
- Explains gaps and supporting evidence
- Routes the result to human review and approved communication
Outputs
- Evidence-linked criteria matrix
- Missing-data list
- Preliminary non-decisional status
- Review and confirmation log
Human checkpoints
- Lawful data use
- Clinical-context review
- Investigator's final decision
Automation boundaries
- Does not diagnose
- Does not provide medical advice
- Does not autonomously enrol a participant
Module video
Recruit: explainable preliminary matching
The film explains the module with a synthetic example. It is not evidence of clinical effectiveness, validation, compliance or regulatory approval.
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