patient_id stringlengths 8 8 | input dict | plan listlengths 0 10 | trace unknown | estimated_residual_risk float64 0 0.2 | total_cost float64 0 1.1 | status stringclasses 2
values |
|---|---|---|---|---|---|---|
P-000300 | {
"risk_score": 0.2426,
"retok_prob": 0.7774,
"active_modalities": [
"audio",
"ehr",
"text"
],
"budget": 1.39
} | [
{
"action": "mask_direct_id",
"priority": 5.5604,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 3.1774,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 2.2948,
"cost": 0... | {
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"generalize_dob",
"retokenize_text"
],
"injected_deps": [],
"topo_order": [
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"generalize_dob",
"retokenize_text"
],
"score_breakdown": {
"mask_direct_id": 5.5604,
"generalize_dob": 3.1774,
"retokenize_text": 2.294... | 0 | 0.17 | plan_ready |
P-000301 | {
"risk_score": 0.5468,
"retok_prob": 0.3508,
"active_modalities": [
"ehr",
"image"
],
"budget": 0.63
} | [
{
"action": "mask_direct_id",
"priority": 9.2224,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 5.2699,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.2937,
"cost": 0.04... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 9.2224,
"generalize_dob": 5.2699,
"suppress_geo": 3.2937
}
} | 0 | 0.12 | plan_ready |
P-000302 | {
"risk_score": 0.4157,
"retok_prob": 0.2121,
"active_modalities": [
"text"
],
"budget": 1.13
} | [
{
"action": "mask_direct_id",
"priority": 10.7047,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.117,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.8231,
"cost": 0.04... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 10.7047,
"generalize_dob": 6.117,
"suppress_geo": 3.8231
}
} | 0 | 0.12 | plan_ready |
P-000303 | {
"risk_score": 0.9088,
"retok_prob": 0.6742,
"active_modalities": [
"text",
"ehr",
"image"
],
"budget": 0.85
} | [
{
"action": "mask_direct_id",
"priority": 11.989,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.8509,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 4.9478,
"cost": 0... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"retokenize_text",
"suppress_geo",
"redact_image_tag"
],
"injected_deps": [
"redact_image_face"
],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"retokenize_text",
"suppress_geo",
"redact_image_face",... | 0 | 0.41 | plan_ready |
P-000304 | {
"risk_score": 0.2606,
"retok_prob": 0.2519,
"active_modalities": [
"ehr",
"text",
"audio"
],
"budget": 0.79
} | [
{
"action": "mask_direct_id",
"priority": 8.2921,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
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"priority": 4.7383,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.9615,
"cost": 0.04... | {
"selected_actions": [
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"generalize_dob",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 8.2921,
"generalize_dob": 4.7383,
"suppress_geo": 2.9615
}
} | 0 | 0.12 | plan_ready |
P-000305 | {
"risk_score": 0.9725,
"retok_prob": 0.7908,
"active_modalities": [
"audio",
"text",
"image",
"ehr"
],
"budget": 0.5
} | [
{
"action": "mask_direct_id",
"priority": 12.6276,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 7.2158,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 5.1525,
"cost": ... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"retokenize_text",
"suppress_geo",
"cross_modal_unlink"
],
"injected_deps": [
"redact_image_face",
"strip_audio_voice"
],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"retokenize_text",
"suppress_geo... | 0 | 0.66 | plan_ready |
P-000306 | {
"risk_score": 0.2493,
"retok_prob": 0.0521,
"active_modalities": [
"audio",
"text"
],
"budget": 1.26
} | [
{
"action": "mask_direct_id",
"priority": 7.9319,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 4.5325,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.8328,
"cost": 0.04... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 7.9319,
"generalize_dob": 4.5325,
"suppress_geo": 2.832799999999... | 0 | 0.12 | plan_ready |
P-000307 | {
"risk_score": 0.9851,
"retok_prob": 0.2976,
"active_modalities": [
"text"
],
"budget": 0.57
} | [
{
"action": "mask_direct_id",
"priority": 12.4549,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 7.1171,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.4482,
"cost": 0.0... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"suppress_geo",
"cross_modal_unlink"
],
"injected_deps": [
"redact_image_face",
"strip_audio_voice"
],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo",
"redact_image_face",
"strip_audio_v... | 0 | 0.57 | plan_ready |
P-000308 | {
"risk_score": 0.1754,
"retok_prob": 0.3027,
"active_modalities": [
"text",
"ehr",
"image"
],
"budget": 1.15
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1754 | 0 | below_threshold |
P-000309 | {
"risk_score": 0.879,
"retok_prob": 0.9797,
"active_modalities": [
"image"
],
"budget": 0.62
} | [
{
"action": "mask_direct_id",
"priority": 11.7983,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "redact_image_face",
"priority": 2.8091,
"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "redact_image_tag",
"priority": 2.9496,
"cost... | {
"selected_actions": [
"mask_direct_id",
"redact_image_tag",
"redact_image_face"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"redact_image_face",
"redact_image_tag"
],
"score_breakdown": {
"mask_direct_id": 11.7983,
"redact_image_face": 2.8091,
"redact_imag... | 0.189 | 0.25 | plan_ready |
P-000310 | {
"risk_score": 0.0644,
"retok_prob": 0.1348,
"active_modalities": [
"ehr",
"audio"
],
"budget": 0.52
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0644 | 0 | below_threshold |
P-000311 | {
"risk_score": 0.1632,
"retok_prob": 0.4874,
"active_modalities": [
"ehr",
"text"
],
"budget": 0.6
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1632 | 0 | below_threshold |
P-000312 | {
"risk_score": 0.5207,
"retok_prob": 0.1124,
"active_modalities": [
"ehr",
"text",
"image"
],
"budget": 1.47
} | [
{
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"priority": 8.9733,
"cost": 0.05,
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"deps": []
},
{
"action": "generalize_dob",
"priority": 5.1276,
"cost": 0.03,
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"deps": []
},
{
"action": "suppress_geo",
"priority": 3.2048,
"cost": 0.04... | {
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],
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],
"score_breakdown": {
"mask_direct_id": 8.9733,
"generalize_dob": 5.1276,
"suppress_geo": 3.2048
}
} | 0 | 0.12 | plan_ready |
P-000313 | {
"risk_score": 0.7114,
"retok_prob": 0.0152,
"active_modalities": [
"text",
"ehr",
"audio"
],
"budget": 0.96
} | [
{
"action": "mask_direct_id",
"priority": 10.6167,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.0667,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.7917,
"cost": 0.0... | {
"selected_actions": [
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"generalize_dob",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 10.6167,
"generalize_dob": 6.0667,
"suppress_geo": 3.7917
}
} | 0.1414 | 0.12 | plan_ready |
P-000314 | {
"risk_score": 0.6969,
"retok_prob": 0.6531,
"active_modalities": [
"audio",
"ehr",
"image"
],
"budget": 1.48
} | [
{
"action": "mask_direct_id",
"priority": 10.7145,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.0025,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.7516,
"cost": 0.0... | {
"selected_actions": [
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"generalize_dob",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 10.7145,
"generalize_dob": 6.0025,
"suppress_geo": 3.7516
}
} | 0.1269 | 0.12 | plan_ready |
P-000315 | {
"risk_score": 0.444,
"retok_prob": 0.9729,
"active_modalities": [
"ehr",
"image",
"text",
"audio"
],
"budget": 0.66
} | [
{
"action": "mask_direct_id",
"priority": 8.1857,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
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"priority": 4.6775,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 3.3782,
"cost": 0... | {
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"generalize_dob",
"retokenize_text"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"retokenize_text"
],
"score_breakdown": {
"mask_direct_id": 8.1857,
"generalize_dob": 4.6775,
"retokenize_text": 3.378... | 0 | 0.17 | plan_ready |
P-000316 | {
"risk_score": 0.9816,
"retok_prob": 0.8256,
"active_modalities": [
"text"
],
"budget": 1.33
} | [
{
"action": "mask_direct_id",
"priority": 12.4342,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 7.1052,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 5.1316,
"cost": ... | {
"selected_actions": [
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"generalize_dob",
"retokenize_text",
"suppress_geo",
"cross_modal_unlink"
],
"injected_deps": [
"redact_image_face",
"strip_audio_voice"
],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"retokenize_text",
"suppress_geo... | 0 | 0.66 | plan_ready |
P-000317 | {
"risk_score": 0.904,
"retok_prob": 0.0495,
"active_modalities": [
"ehr",
"audio",
"image"
],
"budget": 0.9
} | [
{
"action": "mask_direct_id",
"priority": 11.9586,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.8335,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.2709,
"cost": 0.0... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"suppress_geo",
"redact_image_tag"
],
"injected_deps": [
"redact_image_face"
],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo",
"redact_image_face",
"redact_image_tag"
],
"score_breakdow... | 0 | 0.32 | plan_ready |
P-000318 | {
"risk_score": 0.4924,
"retok_prob": 0.3424,
"active_modalities": [
"image",
"audio",
"ehr",
"text"
],
"budget": 1.18
} | [
{
"action": "mask_direct_id",
"priority": 10.7792,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.1596,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.8497,
"cost": 0.0... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 10.7792,
"generalize_dob": 6.1596,
"suppress_geo": 3.8497
}
} | 0 | 0.12 | plan_ready |
P-000319 | {
"risk_score": 0.5605,
"retok_prob": 0.2233,
"active_modalities": [
"audio",
"image",
"ehr"
],
"budget": 0.97
} | [
{
"action": "mask_direct_id",
"priority": 8.4146,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 5.3426,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.3391,
"cost": 0.04... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 8.4146,
"generalize_dob": 5.3426,
"suppress_geo": 3.3391
}
} | 0 | 0.12 | plan_ready |
P-000320 | {
"risk_score": 0.547,
"retok_prob": 0.5239,
"active_modalities": [
"audio",
"text"
],
"budget": 1.14
} | [
{
"action": "mask_direct_id",
"priority": 13.4674,
"cost": 0.05,
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"deps": []
},
{
"action": "generalize_dob",
"priority": 7.6956,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.8098,
"cost": 0.0... | {
"selected_actions": [
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"generalize_dob",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 13.4674,
"generalize_dob": 7.6956,
"suppress_geo": 4.8098
}
} | 0 | 0.12 | plan_ready |
P-000321 | {
"risk_score": 0.8544,
"retok_prob": 0.6521,
"active_modalities": [
"audio"
],
"budget": 0.82
} | [
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "strip_audio_voice",
"priority": 1.9949,
"cost": 0.15,
"risk_delta": 0.18,
"deps": []
},
{
"action": "mask_direct_id",
"priority": 0.01,
"cost": 0... | {
"selected_actions": [
"cross_modal_unlink",
"audit_log_purge",
"strip_audio_voice",
"anon_audio_content",
"federated_noise"
],
"injected_deps": [
"redact_image_face",
"mask_direct_id",
"k_anon_table"
],
"topo_order": [
"redact_image_face",
"strip_audio_voice",
"ma... | 0 | 1.07 | plan_ready |
P-000322 | {
"risk_score": 0.8187,
"retok_prob": 0.123,
"active_modalities": [
"audio",
"image"
],
"budget": 0.51
} | [
{
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"deps": []
},
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "strip_audio_voice",
"priority": 0.01,
"cost": ... | {
"selected_actions": [
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"cross_modal_unlink"
],
"injected_deps": [
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"strip_audio_voice"
],
"topo_order": [
"mask_direct_id",
"redact_image_face",
"strip_audio_voice",
"cross_modal_unlink"
],
"score_breakdown": {
"mask_direct_id": 11... | 0 | 0.5 | plan_ready |
P-000323 | {
"risk_score": 0.4756,
"retok_prob": 0.088,
"active_modalities": [
"audio",
"image",
"text",
"ehr"
],
"budget": 1.1
} | [
{
"action": "mask_direct_id",
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"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
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"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.0432,
"cost": 0.04... | {
"selected_actions": [
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"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 9.8843,
"generalize_dob": 4.8691,
"suppress_geo": 3.0432
}
} | 0 | 0.12 | plan_ready |
P-000324 | {
"risk_score": 0.6706,
"retok_prob": 0.6227,
"active_modalities": [
"ehr",
"image",
"text"
],
"budget": 1.01
} | [
{
"action": "mask_direct_id",
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"topo_order": [
"mask_direct_id",
"redact_image_face",
"redact_image_tag"
],
"score_breakdown": {
"mask_direct_id": 13.3039,
"redact_image_face": 0.01,
"redact_imag... | 0 | 0.25 | plan_ready |
P-000396 | {
"risk_score": 0.8062,
"retok_prob": 0.4551,
"active_modalities": [
"audio"
],
"budget": 0.52
} | [
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "strip_audio_voice",
"priority": 2.5979,
"cost": 0.15,
"risk_delta": 0.18,
"deps": []
},
{
"action": "mask_direct_id",
"priority": 0.01,
"cost": 0... | {
"selected_actions": [
"cross_modal_unlink",
"audit_log_purge",
"strip_audio_voice",
"anon_audio_content"
],
"injected_deps": [
"redact_image_face",
"mask_direct_id",
"federated_noise"
],
"topo_order": [
"redact_image_face",
"strip_audio_voice",
"mask_direct_id",
"... | 0 | 0.87 | plan_ready |
P-000397 | {
"risk_score": 0.493,
"retok_prob": 0.9906,
"active_modalities": [
"audio",
"image",
"text"
],
"budget": 1.33
} | [
{
"action": "mask_direct_id",
"priority": 10.9607,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.2633,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 3.985,
"cost": 0... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"retokenize_text"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"retokenize_text"
],
"score_breakdown": {
"mask_direct_id": 10.9607,
"generalize_dob": 6.2633,
"retokenize_text": 3.98... | 0 | 0.17 | plan_ready |
P-000398 | {
"risk_score": 0.9313,
"retok_prob": 0.1931,
"active_modalities": [
"ehr",
"audio",
"image"
],
"budget": 0.58
} | [
{
"action": "mask_direct_id",
"priority": 10.6741,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.9312,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.332,
"cost": 0.04... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"suppress_geo",
"cross_modal_unlink"
],
"injected_deps": [
"redact_image_face",
"strip_audio_voice"
],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo",
"redact_image_face",
"strip_audio_v... | 0 | 0.57 | plan_ready |
P-000399 | {
"risk_score": 0.7342,
"retok_prob": 0.5313,
"active_modalities": [
"text"
],
"budget": 1.29
} | [
{
"action": "mask_direct_id",
"priority": 10.7896,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.1655,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.8534,
"cost": 0.0... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 10.7896,
"generalize_dob": 6.1655,
"suppress_geo": 3.8534
}
} | 0.1642 | 0.12 | plan_ready |
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