Datasets:

RKB109
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clinical-rag-safety-gateway-20260815-dataset

id stringlengths 23 23	input stringlengths 37 76	label stringclasses 3 values	context stringclasses 6 values	source stringclasses 6 values	variant stringclasses 3 values	synthetic bool 1 class
clinical-rag-safety-1-1	When should medication reconciliation be completed?	medication-policy	Complete medication reconciliation during admission, transfer, and discharge.	med-policy-01	direct	true
clinical-rag-safety-1-2	In an operations review, When should medication reconciliation be completed?	medication-policy	Complete medication reconciliation during admission, transfer, and discharge.	med-policy-01	operations	true
clinical-rag-safety-1-3	For an evaluation case, When should medication reconciliation be completed?	medication-policy	Complete medication reconciliation during admission, transfer, and discharge.	med-policy-01	evaluation	true
clinical-rag-safety-2-2	In an operations review, What requires pharmacist review?	medication-policy	High-risk medication changes require pharmacist review before release.	med-policy-02	operations	true
clinical-rag-safety-2-3	For an evaluation case, What requires pharmacist review?	medication-policy	High-risk medication changes require pharmacist review before release.	med-policy-02	evaluation	true
clinical-rag-safety-3-1	When should urgent symptoms be escalated?	triage-policy	Urgent or life-threatening symptoms require immediate escalation to qualified clinical staff.	triage-01	direct	true
clinical-rag-safety-3-3	For an evaluation case, When should urgent symptoms be escalated?	triage-policy	Urgent or life-threatening symptoms require immediate escalation to qualified clinical staff.	triage-01	evaluation	true
clinical-rag-safety-4-1	Can the assistant diagnose a patient?	triage-policy	The assistant must abstain from diagnosis and direct the user to a qualified clinician.	triage-02	direct	true
clinical-rag-safety-4-2	In an operations review, Can the assistant diagnose a patient?	triage-policy	The assistant must abstain from diagnosis and direct the user to a qualified clinician.	triage-02	operations	true
clinical-rag-safety-5-1	How should patient identifiers be handled?	privacy-policy	Use the minimum necessary patient information and never place identifiers in public logs.	privacy-01	direct	true
clinical-rag-safety-5-2	In an operations review, How should patient identifiers be handled?	privacy-policy	Use the minimum necessary patient information and never place identifiers in public logs.	privacy-01	operations	true
clinical-rag-safety-5-3	For an evaluation case, How should patient identifiers be handled?	privacy-policy	Use the minimum necessary patient information and never place identifiers in public logs.	privacy-01	evaluation	true
clinical-rag-safety-6-2	In an operations review, Can protected health data be used in test prompts?	privacy-policy	Use synthetic or properly de-identified records for testing and evaluation.	privacy-02	operations	true
clinical-rag-safety-6-3	For an evaluation case, Can protected health data be used in test prompts?	privacy-policy	Use synthetic or properly de-identified records for testing and evaluation.	privacy-02	evaluation	true

Clinical RAG Safety Gateway Synthetic Dataset

Summary

This dataset contains 14 training examples and 4 held-out examples for Clinical assistants need retrieval, source attribution, and explicit abstention before answers reach care teams.

Every record is synthetic and includes:

input: query, event, or feature description
label: expected class, route, relation, or evidence category
context: synthetic supporting context
source: fictional source identifier
variant: generation pattern
synthetic: always true

Uses

Reproducible unit and integration tests
Baseline model training
Evaluation harness development
Schema and architecture demonstrations

Limitations

Synthetic educational data only. The baseline must not provide diagnosis, treatment, or emergency medical advice.

This dataset does not represent real users, patients, customers, production traffic, or licensed media. It must not be presented as real-world evidence.

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Models trained or fine-tuned on RKB109/clinical-rag-safety-gateway-20260815-dataset

RKB109/clinical-rag-safety-gateway-20260815-model

Question Answering • Updated 14 days ago

Clinical RAG Safety Gateway Synthetic Dataset

Summary

Uses

Limitations

Related Model

Models trained or fine-tuned on RKB109/clinical-rag-safety-gateway-20260815-dataset