patient_key: A

modality: text

policy_run: adaptive

chosen_policy: synthetic

reason: medium-low risk: synthetic PHI replacement

decided_policy: synthetic

effective_policy: synthetic

consent_status: ok

rl_policy: raw


patient_key: B

rl_policy: redact


chosen_policy: pseudo

reason: medium-high risk: pseudonymization

decided_policy: pseudo

effective_policy: pseudo

rl_policy: synthetic


rl_policy: weak


reason: high risk

decided_policy: redact

consent_status: capped


chosen_policy: redact

effective_policy: redact


rl_policy: pseudo