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leakage_breakdown.jsonl

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+{"event_id": "evt_0", "patient_key": "A", "modality": "text", "chosen_policy": "synthetic", "risk": 0.5393, "leaks_after_total": 1, "leaks_by_entity": {"mrn": 0.2, "date": 0.35, "name": 0.28, "facility": 0.17}}
+{"event_id": "evt_1", "patient_key": "B", "modality": "text", "chosen_policy": "synthetic", "risk": 0.4818, "leaks_after_total": 1, "leaks_by_entity": {"mrn": 0.2, "date": 0.35, "name": 0.28, "facility": 0.17}}
+{"event_id": "evt_2", "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.6399, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_3", "patient_key": "B", "modality": "text", "chosen_policy": "pseudo", "risk": 0.6084, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_4", "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.7365, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_5", "patient_key": "B", "modality": "text", "chosen_policy": "pseudo", "risk": 0.711, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_6", "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.8148, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_7", "patient_key": "B", "modality": "text", "chosen_policy": "pseudo", "risk": 0.7833, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_8", "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.8783, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_9", "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.8527, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_10", "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.9298, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_11", "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.9017, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_12", "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.8268, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_13", "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.9426, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_14", "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.8553, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_15", "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.8369, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_16", "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.8827, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_17", "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.8637, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_18", "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.9049, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_19", "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.8862, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_20", "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.9252, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_21", "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.9077, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_22", "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.9375, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_23", "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.9229, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_24", "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.9509, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_25", "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.9375, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_26", "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.959, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_27", "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.9494, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_28", "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.9667, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_29", "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.9577, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_30", "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.9738, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_31", "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.9647, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_32", "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.9788, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}
+{"event_id": "evt_33", "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.9714, "leaks_after_total": 0, "leaks_by_entity": {"mrn": 0.0, "date": 0.0, "name": 0.0, "facility": 0.0}}

risk_trace.jsonl

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+{"event_id": "evt_0", "event_idx": 0, "patient_key": "A", "modality": "text", "chosen_policy": "synthetic", "risk": 0.5393, "crdt_risk": 0.3024, "risk_components": {"effective_units": 1, "units_factor": 0.0488, "recency_factor": 1.0, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": 0.0, "localized_remask_trigger": false}
+{"event_id": "evt_1", "event_idx": 1, "patient_key": "B", "modality": "text", "chosen_policy": "synthetic", "risk": 0.4818, "crdt_risk": 0.2695, "risk_components": {"effective_units": 1, "units_factor": 0.0488, "recency_factor": 0.996, "link_bonus": 0.2435, "k_units": 0.05}, "delta_auroc": 0.0, "localized_remask_trigger": false}
+{"event_id": "evt_2", "event_idx": 2, "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.6399, "crdt_risk": 0.3647, "risk_components": {"effective_units": 2, "units_factor": 0.0952, "recency_factor": 0.992, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": 0.0, "localized_remask_trigger": false}
+{"event_id": "evt_3", "event_idx": 3, "patient_key": "B", "modality": "text", "chosen_policy": "pseudo", "risk": 0.6084, "crdt_risk": 0.3444, "risk_components": {"effective_units": 2, "units_factor": 0.0952, "recency_factor": 0.988, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": 0.0, "localized_remask_trigger": false}
+{"event_id": "evt_4", "event_idx": 4, "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.7365, "crdt_risk": 0.432, "risk_components": {"effective_units": 3, "units_factor": 0.1393, "recency_factor": 0.984, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": 0.0, "localized_remask_trigger": false}
+{"event_id": "evt_5", "event_idx": 5, "patient_key": "B", "modality": "text", "chosen_policy": "pseudo", "risk": 0.711, "crdt_risk": 0.4134, "risk_components": {"effective_units": 3, "units_factor": 0.1393, "recency_factor": 0.98, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": 0.0, "localized_remask_trigger": false}
+{"event_id": "evt_6", "event_idx": 6, "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.8148, "crdt_risk": 0.4939, "risk_components": {"effective_units": 4, "units_factor": 0.1813, "recency_factor": 0.976, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": 0.0, "localized_remask_trigger": false}
+{"event_id": "evt_7", "event_idx": 7, "patient_key": "B", "modality": "text", "chosen_policy": "pseudo", "risk": 0.7833, "crdt_risk": 0.468, "risk_components": {"effective_units": 4, "units_factor": 0.1813, "recency_factor": 0.972, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.125, "localized_remask_trigger": false}
+{"event_id": "evt_8", "event_idx": 8, "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.8783, "crdt_risk": 0.5508, "risk_components": {"effective_units": 5, "units_factor": 0.2212, "recency_factor": 0.968, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.125, "localized_remask_trigger": true}
+{"event_id": "evt_9", "event_idx": 9, "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.8527, "crdt_risk": 0.527, "risk_components": {"effective_units": 5, "units_factor": 0.2212, "recency_factor": 0.964, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.125, "localized_remask_trigger": true}
+{"event_id": "evt_10", "event_idx": 10, "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.9298, "crdt_risk": 0.6031, "risk_components": {"effective_units": 6, "units_factor": 0.2592, "recency_factor": 0.96, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.25, "localized_remask_trigger": false}
+{"event_id": "evt_11", "event_idx": 11, "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.9017, "crdt_risk": 0.5737, "risk_components": {"effective_units": 6, "units_factor": 0.2592, "recency_factor": 0.956, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -1.0, "localized_remask_trigger": false}
+{"event_id": "evt_12", "event_idx": 12, "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.8268, "crdt_risk": 0.6577, "risk_components": {"effective_units": 7, "units_factor": 0.2953, "recency_factor": 0.952, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.16667, "localized_remask_trigger": false}
+{"event_id": "evt_13", "event_idx": 13, "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.9426, "crdt_risk": 0.6173, "risk_components": {"effective_units": 7, "units_factor": 0.2953, "recency_factor": 0.948, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.5, "localized_remask_trigger": false}
+{"event_id": "evt_14", "event_idx": 14, "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.8553, "crdt_risk": 0.6954, "risk_components": {"effective_units": 8, "units_factor": 0.3297, "recency_factor": 0.944, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.33333, "localized_remask_trigger": false}
+{"event_id": "evt_15", "event_idx": 15, "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.8369, "crdt_risk": 0.6706, "risk_components": {"effective_units": 8, "units_factor": 0.3297, "recency_factor": 0.94, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.83333, "localized_remask_trigger": false}
+{"event_id": "evt_16", "event_idx": 16, "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.8827, "crdt_risk": 0.7361, "risk_components": {"effective_units": 9, "units_factor": 0.3624, "recency_factor": 0.936, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.5, "localized_remask_trigger": false}
+{"event_id": "evt_17", "event_idx": 17, "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.8637, "crdt_risk": 0.7074, "risk_components": {"effective_units": 9, "units_factor": 0.3624, "recency_factor": 0.932, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.5, "localized_remask_trigger": false}
+{"event_id": "evt_18", "event_idx": 18, "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.9049, "crdt_risk": 0.7734, "risk_components": {"effective_units": 10, "units_factor": 0.3935, "recency_factor": 0.928, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.125, "localized_remask_trigger": false}
+{"event_id": "evt_19", "event_idx": 19, "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.8862, "crdt_risk": 0.7416, "risk_components": {"effective_units": 10, "units_factor": 0.3935, "recency_factor": 0.924, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.5, "localized_remask_trigger": false}
+{"event_id": "evt_20", "event_idx": 20, "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.9252, "crdt_risk": 0.8125, "risk_components": {"effective_units": 11, "units_factor": 0.4231, "recency_factor": 0.92, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.5, "localized_remask_trigger": false}
+{"event_id": "evt_21", "event_idx": 21, "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.9077, "crdt_risk": 0.7785, "risk_components": {"effective_units": 11, "units_factor": 0.4231, "recency_factor": 0.916, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.875, "localized_remask_trigger": false}
+{"event_id": "evt_22", "event_idx": 22, "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.9375, "crdt_risk": 0.8394, "risk_components": {"effective_units": 12, "units_factor": 0.4512, "recency_factor": 0.912, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.1, "localized_remask_trigger": false}
+{"event_id": "evt_23", "event_idx": 23, "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.9229, "crdt_risk": 0.8078, "risk_components": {"effective_units": 12, "units_factor": 0.4512, "recency_factor": 0.908, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.5, "localized_remask_trigger": false}
+{"event_id": "evt_24", "event_idx": 24, "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.9509, "crdt_risk": 0.8724, "risk_components": {"effective_units": 13, "units_factor": 0.478, "recency_factor": 0.904, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.1, "localized_remask_trigger": false}
+{"event_id": "evt_25", "event_idx": 25, "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.9375, "crdt_risk": 0.8394, "risk_components": {"effective_units": 13, "units_factor": 0.478, "recency_factor": 0.9, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.9, "localized_remask_trigger": false}
+{"event_id": "evt_26", "event_idx": 26, "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.959, "crdt_risk": 0.8952, "risk_components": {"effective_units": 14, "units_factor": 0.5034, "recency_factor": 0.896, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.5, "localized_remask_trigger": false}
+{"event_id": "evt_27", "event_idx": 27, "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.9494, "crdt_risk": 0.8685, "risk_components": {"effective_units": 14, "units_factor": 0.5034, "recency_factor": 0.892, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.5, "localized_remask_trigger": false}
+{"event_id": "evt_28", "event_idx": 28, "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.9667, "crdt_risk": 0.9197, "risk_components": {"effective_units": 15, "units_factor": 0.5276, "recency_factor": 0.888, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.16667, "localized_remask_trigger": false}
+{"event_id": "evt_29", "event_idx": 29, "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.9577, "crdt_risk": 0.8915, "risk_components": {"effective_units": 15, "units_factor": 0.5276, "recency_factor": 0.884, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.83333, "localized_remask_trigger": false}
+{"event_id": "evt_30", "event_idx": 30, "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.9738, "crdt_risk": 0.9454, "risk_components": {"effective_units": 16, "units_factor": 0.5507, "recency_factor": 0.88, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.5, "localized_remask_trigger": false}
+{"event_id": "evt_31", "event_idx": 31, "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.9647, "crdt_risk": 0.9129, "risk_components": {"effective_units": 16, "units_factor": 0.5507, "recency_factor": 0.876, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.91667, "localized_remask_trigger": false}
+{"event_id": "evt_32", "event_idx": 32, "patient_key": "A", "modality": "text", "chosen_policy": "pseudo", "risk": 0.9788, "crdt_risk": 0.9659, "risk_components": {"effective_units": 17, "units_factor": 0.5726, "recency_factor": 0.872, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.91667, "localized_remask_trigger": false}
+{"event_id": "evt_33", "event_idx": 33, "patient_key": "B", "modality": "text", "chosen_policy": "redact", "risk": 0.9714, "crdt_risk": 0.9361, "risk_components": {"effective_units": 17, "units_factor": 0.5726, "recency_factor": 0.868, "link_bonus": 0.3, "k_units": 0.05}, "delta_auroc": -0.91667, "localized_remask_trigger": false}

threshold_sensitivity.csv

@@ -0,0 +1,25 @@
+workload,remask_thresh,privacy_at_high_risk,utility_at_low_risk,is_default
+monotonic,0.5,0.8423,0.0,False
+monotonic,0.55,0.8823,0.0,False
+monotonic,0.6,0.9223,0.0,False
+monotonic,0.65,0.9623,0.0,False
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