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-000100 | {
"risk_score": 0.6482,
"retok_prob": 0.0863,
"active_modalities": [
"image",
"audio"
],
"budget": 0.84
} | [
{
"action": "mask_direct_id",
"priority": 10.1136,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "redact_image_tag",
"priority": 2.5284,
"cost":... | {
"selected_actions": [
"mask_direct_id",
"redact_image_tag"
],
"injected_deps": [
"redact_image_face"
],
"topo_order": [
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"redact_image_face",
"redact_image_tag"
],
"score_breakdown": {
"mask_direct_id": 10.1136,
"redact_image_face": 0.01,
"redact_imag... | 0 | 0.25 | plan_ready |
P-000101 | {
"risk_score": 0.222,
"retok_prob": 0.2181,
"active_modalities": [
"image",
"ehr",
"audio",
"text"
],
"budget": 0.56
} | [
{
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"cost": 0.05,
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"deps": []
},
{
"action": "generalize_dob",
"priority": 2.9868,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 1.8667,
"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": 5.2268,
"generalize_dob": 2.9868,
"suppress_geo": 1.8667
}
} | 0 | 0.12 | plan_ready |
P-000102 | {
"risk_score": 0.6819,
"retok_prob": 0.6679,
"active_modalities": [
"text",
"image",
"audio"
],
"budget": 1.01
} | [
{
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"cost": 0.05,
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"deps": []
},
{
"action": "generalize_dob",
"priority": 5.935,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 4.2864,
"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": 11.3211,
"generalize_dob": 5.9350000000000005,
"retokenize... | 0.1019 | 0.17 | plan_ready |
P-000103 | {
"risk_score": 0.4502,
"retok_prob": 0.6588,
"active_modalities": [
"ehr",
"text",
"audio",
"image"
],
"budget": 1.08
} | [
{
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"cost": 0.05,
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"deps": []
},
{
"action": "generalize_dob",
"priority": 6.2721,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.9201,
"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": 10.9761,
"generalize_dob": 6.2721,
"suppress_geo": 3.9201
}
} | 0 | 0.12 | plan_ready |
P-000104 | {
"risk_score": 0.2188,
"retok_prob": 0.4732,
"active_modalities": [
"text"
],
"budget": 0.54
} | [
{
"action": "mask_direct_id",
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"cost": 0.05,
"risk_delta": 0.35,
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},
{
"action": "generalize_dob",
"priority": 2.9563,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 1.8477,
"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": 5.1735,
"generalize_dob": 2.9563,
"suppress_geo": 1.847700000000... | 0 | 0.12 | plan_ready |
P-000105 | {
"risk_score": 0.1362,
"retok_prob": 0.442,
"active_modalities": [
"text"
],
"budget": 1.1
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1362 | 0 | below_threshold |
P-000106 | {
"risk_score": 0.781,
"retok_prob": 0.5115,
"active_modalities": [
"ehr"
],
"budget": 1.12
} | [
{
"action": "generalize_dob",
"priority": 6.361,
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"deps": []
},
{
"action": "suppress_geo",
"priority": 3.9756,
"cost": 0.04,
"risk_delta": 0.1,
"deps": []
},
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12,... | {
"selected_actions": [
"generalize_dob",
"suppress_geo",
"cross_modal_unlink",
"drop_rare_code"
],
"injected_deps": [
"redact_image_face",
"strip_audio_voice",
"mask_direct_id"
],
"topo_order": [
"generalize_dob",
"suppress_geo",
"redact_image_face",
"strip_audio_v... | 0 | 0.63 | plan_ready |
P-000107 | {
"risk_score": 0.0743,
"retok_prob": 0.0664,
"active_modalities": [
"image"
],
"budget": 0.54
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0743 | 0 | below_threshold |
P-000108 | {
"risk_score": 0.3206,
"retok_prob": 0.811,
"active_modalities": [
"image",
"text"
],
"budget": 1.32
} | [
{
"action": "mask_direct_id",
"priority": 6.8976,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 3.9415,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 2.7988,
"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": 6.8976,
"generalize_dob": 3.9415,
"retokenize_text": 2.798... | 0 | 0.17 | plan_ready |
P-000109 | {
"risk_score": 0.6267,
"retok_prob": 0.9051,
"active_modalities": [
"image",
"ehr",
"audio",
"text"
],
"budget": 1.05
} | [
{
"action": "mask_direct_id",
"priority": 9.9339,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.0171,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 4.0997,
"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": 9.9339,
"generalize_dob": 6.0171,
"retokenize_text": 4.099... | 0.0467 | 0.17 | plan_ready |
P-000110 | {
"risk_score": 0.3115,
"retok_prob": 0.3278,
"active_modalities": [
"image",
"ehr",
"text",
"audio"
],
"budget": 1.1
} | [
{
"action": "mask_direct_id",
"priority": 9.2682,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 3.7561,
"cost": 0.03,
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"deps": []
},
{
"action": "suppress_geo",
"priority": 2.3476,
"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": 9.2682,
"generalize_dob": 3.7561,
"suppress_geo": 2.3476
}
} | 0 | 0.12 | plan_ready |
P-000111 | {
"risk_score": 0.1483,
"retok_prob": 0.993,
"active_modalities": [
"audio",
"image",
"ehr",
"text"
],
"budget": 1.04
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1483 | 0 | below_threshold |
P-000112 | {
"risk_score": 0.2884,
"retok_prob": 0.6392,
"active_modalities": [
"text",
"audio",
"ehr"
],
"budget": 0.64
} | [
{
"action": "mask_direct_id",
"priority": 7.7497,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 4.4284,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 2.8411,
"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": 7.7497,
"generalize_dob": 4.4284,
"retokenize_text": 2.841... | 0 | 0.17 | plan_ready |
P-000113 | {
"risk_score": 0.5091,
"retok_prob": 0.6125,
"active_modalities": [
"text"
],
"budget": 0.46
} | [
{
"action": "mask_direct_id",
"priority": 8.8598,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 5.0627,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 3.6564,
"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": 8.8598,
"generalize_dob": 5.0627,
"retokenize_text": 3.656... | 0 | 0.17 | plan_ready |
P-000114 | {
"risk_score": 0.3355,
"retok_prob": 0.5231,
"active_modalities": [
"ehr",
"audio"
],
"budget": 0.73
} | [
{
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"priority": 4.1759,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
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"priority": 2.6099,
"cost": 0.04,
"risk_delta": 0.1,
"deps": []
},
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12... | {
"selected_actions": [
"generalize_dob",
"suppress_geo",
"cross_modal_unlink"
],
"injected_deps": [
"redact_image_face",
"strip_audio_voice",
"mask_direct_id"
],
"topo_order": [
"generalize_dob",
"suppress_geo",
"redact_image_face",
"strip_audio_voice",
"mask_direc... | 0 | 0.57 | plan_ready |
P-000115 | {
"risk_score": 0.1991,
"retok_prob": 0.0141,
"active_modalities": [
"image",
"ehr"
],
"budget": 0.51
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1991 | 0 | below_threshold |
P-000116 | {
"risk_score": 0.7852,
"retok_prob": 0.402,
"active_modalities": [
"text",
"ehr",
"image"
],
"budget": 1.05
} | [
{
"action": "mask_direct_id",
"priority": 11.1617,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.3781,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.9863,
"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-000117 | {
"risk_score": 0.5133,
"retok_prob": 0.1651,
"active_modalities": [
"text"
],
"budget": 0.47
} | [
{
"action": "mask_direct_id",
"priority": 8.278,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 4.7303,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.9564,
"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": 8.278,
"generalize_dob": 4.7303,
"suppress_geo": 2.9564
}
} | 0 | 0.12 | plan_ready |
P-000118 | {
"risk_score": 0.1997,
"retok_prob": 0.9117,
"active_modalities": [
"text"
],
"budget": 1.07
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1997 | 0 | below_threshold |
P-000119 | {
"risk_score": 0.2354,
"retok_prob": 0.4132,
"active_modalities": [
"image",
"audio",
"ehr",
"text"
],
"budget": 0.73
} | [
{
"action": "mask_direct_id",
"priority": 7.7328,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 4.3254,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.7034,
"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": 7.7328,
"generalize_dob": 4.3254,
"suppress_geo": 2.703400000000... | 0 | 0.12 | plan_ready |
P-000120 | {
"risk_score": 0.7505,
"retok_prob": 0.4653,
"active_modalities": [
"image",
"text",
"audio",
"ehr"
],
"budget": 0.66
} | [
{
"action": "mask_direct_id",
"priority": 11.238,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.2347,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.8967,
"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": 11.238,
"generalize_dob": 6.2347,
"suppress_geo": 3.8967
}
} | 0.1805 | 0.12 | plan_ready |
P-000121 | {
"risk_score": 0.719,
"retok_prob": 0.266,
"active_modalities": [
"audio",
"image",
"text",
"ehr"
],
"budget": 1.37
} | [
{
"action": "mask_direct_id",
"priority": 14.0907,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.0999,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.8124,
"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": 14.0907,
"generalize_dob": 6.0999,
"suppress_geo": 3.81240000000... | 0.149 | 0.12 | plan_ready |
P-000122 | {
"risk_score": 0.3573,
"retok_prob": 0.8802,
"active_modalities": [
"image",
"ehr",
"audio"
],
"budget": 0.92
} | [
{
"action": "mask_direct_id",
"priority": 7.1735,
"cost": 0.05,
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"deps": []
},
{
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"priority": 3.3613,
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"deps": []
},
{
"action": "suppress_geo",
"priority": 2.1008,
"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": 7.1735,
"generalize_dob": 3.3613,
"suppress_geo": 2.1008
}
} | 0 | 0.12 | plan_ready |
P-000123 | {
"risk_score": 0.2698,
"retok_prob": 0.8848,
"active_modalities": [
"ehr",
"audio"
],
"budget": 1.04
} | [
{
"action": "generalize_dob",
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"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.135,
"cost": 0.04,
"risk_delta": 0.1,
"deps": []
},
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12,
... | {
"selected_actions": [
"generalize_dob",
"suppress_geo",
"cross_modal_unlink"
],
"injected_deps": [
"redact_image_face",
"strip_audio_voice",
"mask_direct_id"
],
"topo_order": [
"generalize_dob",
"suppress_geo",
"redact_image_face",
"strip_audio_voice",
"mask_direc... | 0 | 0.57 | plan_ready |
P-000124 | {
"risk_score": 0.1552,
"retok_prob": 0.622,
"active_modalities": [
"audio",
"text"
],
"budget": 1.17
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1552 | 0 | below_threshold |
P-000125 | {
"risk_score": 0.0901,
"retok_prob": 0.0678,
"active_modalities": [
"text"
],
"budget": 1.34
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0901 | 0 | below_threshold |
P-000126 | {
"risk_score": 0.2374,
"retok_prob": 0.9546,
"active_modalities": [
"ehr"
],
"budget": 0.52
} | [
{
"action": "generalize_dob",
"priority": 2.7545,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 1.7216,
"cost": 0.04,
"risk_delta": 0.1,
"deps": []
},
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12... | {
"selected_actions": [
"generalize_dob",
"suppress_geo",
"cross_modal_unlink"
],
"injected_deps": [
"redact_image_face",
"strip_audio_voice",
"mask_direct_id"
],
"topo_order": [
"generalize_dob",
"suppress_geo",
"redact_image_face",
"strip_audio_voice",
"mask_direc... | 0 | 0.57 | plan_ready |
P-000127 | {
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P-000128 | {
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P-000129 | {
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P-000130 | {
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P-000131 | {
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P-000132 | {
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P-000133 | {
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P-000134 | {
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P-000135 | {
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P-000136 | {
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P-000137 | {
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P-000138 | {
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P-000139 | {
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P-000140 | {
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P-000141 | {
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P-000142 | {
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P-000143 | {
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P-000144 | {
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P-000145 | {
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P-000146 | {
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P-000147 | {
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P-000148 | {
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P-000149 | {
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P-000150 | {
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P-000151 | {
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P-000152 | {
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P-000161 | {
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P-000162 | {
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P-000168 | {
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P-000170 | {
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P-000171 | {
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P-000172 | {
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P-000173 | {
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P-000174 | {
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P-000175 | {
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P-000176 | {
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P-000177 | {
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P-000178 | {
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"priority": 9.4411,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 5.3949,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.3718,
"cost": 0.04... | {
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"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 9.4411,
"generalize_dob": 5.3949,
"suppress_geo": 3.3718
}
} | 0.0005 | 0.12 | plan_ready |
P-000179 | {
"risk_score": 0.2442,
"retok_prob": 0.2547,
"active_modalities": [
"ehr"
],
"budget": 0.91
} | [
{
"action": "generalize_dob",
"priority": 4.3409,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.7131,
"cost": 0.04,
"risk_delta": 0.1,
"deps": []
},
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12... | {
"selected_actions": [
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"suppress_geo",
"cross_modal_unlink"
],
"injected_deps": [
"redact_image_face",
"strip_audio_voice",
"mask_direct_id"
],
"topo_order": [
"generalize_dob",
"suppress_geo",
"redact_image_face",
"strip_audio_voice",
"mask_direc... | 0 | 0.57 | plan_ready |
P-000180 | {
"risk_score": 0.7758,
"retok_prob": 0.2329,
"active_modalities": [
"audio",
"image",
"text"
],
"budget": 0.61
} | [
{
"action": "mask_direct_id",
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"cost": 0.05,
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"deps": []
},
{
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"deps": []
},
{
"action": "suppress_geo",
"priority": 4.7548,
"cost": 0.0... | {
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"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-000181 | {
"risk_score": 0.4283,
"retok_prob": 0.5172,
"active_modalities": [
"image",
"text"
],
"budget": 1.41
} | [
{
"action": "mask_direct_id",
"priority": 8.0129,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 4.5788,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.8618,
"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": 8.0129,
"generalize_dob": 4.5788,
"suppress_geo": 2.8618
}
} | 0 | 0.12 | plan_ready |
P-000182 | {
"risk_score": 0.3994,
"retok_prob": 0.4634,
"active_modalities": [
"image"
],
"budget": 0.75
} | [
{
"action": "mask_direct_id",
"priority": 7.6833,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "redact_image_tag",
"priority": 1.9208,
"cost": ... | {
"selected_actions": [
"mask_direct_id",
"redact_image_tag"
],
"injected_deps": [
"redact_image_face"
],
"topo_order": [
"mask_direct_id",
"redact_image_face",
"redact_image_tag"
],
"score_breakdown": {
"mask_direct_id": 7.6833,
"redact_image_face": 0.01,
"redact_image... | 0 | 0.25 | plan_ready |
P-000183 | {
"risk_score": 0.6207,
"retok_prob": 0.0941,
"active_modalities": [
"ehr",
"audio"
],
"budget": 1.02
} | [
{
"action": "generalize_dob",
"priority": 7.6239,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.765,
"cost": 0.04,
"risk_delta": 0.1,
"deps": []
},
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12,... | {
"selected_actions": [
"generalize_dob",
"suppress_geo",
"cross_modal_unlink"
],
"injected_deps": [
"redact_image_face",
"strip_audio_voice",
"mask_direct_id"
],
"topo_order": [
"generalize_dob",
"suppress_geo",
"redact_image_face",
"strip_audio_voice",
"mask_direc... | 0 | 0.57 | plan_ready |
P-000184 | {
"risk_score": 0.9397,
"retok_prob": 0.7672,
"active_modalities": [
"audio",
"text"
],
"budget": 0.77
} | [
{
"action": "mask_direct_id",
"priority": 9.9888,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
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"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 4.6444,
"cost": 0... | {
"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-000185 | {
"risk_score": 0.0827,
"retok_prob": 0.3696,
"active_modalities": [
"ehr",
"text",
"image",
"audio"
],
"budget": 1.18
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0827 | 0 | below_threshold |
P-000186 | {
"risk_score": 0.2217,
"retok_prob": 0.8497,
"active_modalities": [
"image",
"audio",
"text"
],
"budget": 0.59
} | [
{
"action": "mask_direct_id",
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"deps": []
},
{
"action": "generalize_dob",
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"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 2.3283,
"cost": 0.... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"retokenize_text"
],
"injected_deps": [],
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"mask_direct_id",
"generalize_dob",
"retokenize_text"
],
"score_breakdown": {
"mask_direct_id": 6.214,
"generalize_dob": 3.5508,
"retokenize_text": 2.3283... | 0 | 0.17 | plan_ready |
P-000187 | {
"risk_score": 0.0761,
"retok_prob": 0.9191,
"active_modalities": [
"ehr",
"text",
"audio"
],
"budget": 0.56
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0761 | 0 | below_threshold |
P-000188 | {
"risk_score": 0.3309,
"retok_prob": 0.5915,
"active_modalities": [
"ehr"
],
"budget": 0.76
} | [
{
"action": "generalize_dob",
"priority": 3.4755,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.1722,
"cost": 0.04,
"risk_delta": 0.1,
"deps": []
},
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12... | {
"selected_actions": [
"generalize_dob",
"suppress_geo",
"cross_modal_unlink"
],
"injected_deps": [
"redact_image_face",
"strip_audio_voice",
"mask_direct_id"
],
"topo_order": [
"generalize_dob",
"suppress_geo",
"redact_image_face",
"strip_audio_voice",
"mask_direc... | 0 | 0.57 | plan_ready |
P-000189 | {
"risk_score": 0.5024,
"retok_prob": 0.1686,
"active_modalities": [
"image",
"audio"
],
"budget": 1.38
} | [
{
"action": "mask_direct_id",
"priority": 8.7933,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "redact_image_tag",
"priority": 2.1983,
"cost": ... | {
"selected_actions": [
"mask_direct_id",
"redact_image_tag"
],
"injected_deps": [
"redact_image_face"
],
"topo_order": [
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"redact_image_face",
"redact_image_tag"
],
"score_breakdown": {
"mask_direct_id": 8.7933,
"redact_image_face": 0.01,
"redact_image... | 0 | 0.25 | plan_ready |
P-000190 | {
"risk_score": 0.8009,
"retok_prob": 0.157,
"active_modalities": [
"text",
"audio"
],
"budget": 1.35
} | [
{
"action": "mask_direct_id",
"priority": 11.2724,
"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": 4.0258,
"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-000191 | {
"risk_score": 0.1412,
"retok_prob": 0.9288,
"active_modalities": [
"text"
],
"budget": 0.9
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1412 | 0 | below_threshold |
P-000192 | {
"risk_score": 0.4989,
"retok_prob": 0.6282,
"active_modalities": [
"audio",
"text"
],
"budget": 1.21
} | [
{
"action": "mask_direct_id",
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"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 5.0048,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 3.6145,
"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": 8.7583,
"generalize_dob": 5.0048,
"retokenize_text": 3.614... | 0 | 0.17 | plan_ready |
P-000193 | {
"risk_score": 0.4626,
"retok_prob": 0.1494,
"active_modalities": [
"ehr",
"text",
"audio",
"image"
],
"budget": 0.7
} | [
{
"action": "mask_direct_id",
"priority": 11.9905,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 4.7914,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "redact_image_face",
"priority": 0.01,
"cost": ... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"redact_image_tag"
],
"injected_deps": [
"redact_image_face"
],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"redact_image_face",
"redact_image_tag"
],
"score_breakdown": {
"mask_direct_id": 11.9905,
... | 0 | 0.28 | plan_ready |
P-000194 | {
"risk_score": 0.1573,
"retok_prob": 0.9786,
"active_modalities": [
"image"
],
"budget": 1.02
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1573 | 0 | below_threshold |
P-000195 | {
"risk_score": 0.162,
"retok_prob": 0.7549,
"active_modalities": [
"ehr",
"image",
"text"
],
"budget": 1.42
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.162 | 0 | below_threshold |
P-000196 | {
"risk_score": 0.3259,
"retok_prob": 0.9786,
"active_modalities": [
"ehr"
],
"budget": 1.29
} | [
{
"action": "generalize_dob",
"priority": 3.4805,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.1753,
"cost": 0.04,
"risk_delta": 0.1,
"deps": []
},
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12... | {
"selected_actions": [
"generalize_dob",
"suppress_geo",
"cross_modal_unlink"
],
"injected_deps": [
"redact_image_face",
"strip_audio_voice",
"mask_direct_id"
],
"topo_order": [
"generalize_dob",
"suppress_geo",
"redact_image_face",
"strip_audio_voice",
"mask_direc... | 0 | 0.57 | plan_ready |
P-000197 | {
"risk_score": 0.0518,
"retok_prob": 0.8322,
"active_modalities": [
"image",
"ehr",
"audio"
],
"budget": 0.44
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0518 | 0 | below_threshold |
P-000198 | {
"risk_score": 0.5404,
"retok_prob": 0.2304,
"active_modalities": [
"image",
"audio"
],
"budget": 0.49
} | [
{
"action": "mask_direct_id",
"priority": 11.2694,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "redact_image_tag",
"priority": 2.8173,
"cost":... | {
"selected_actions": [
"mask_direct_id",
"redact_image_tag"
],
"injected_deps": [
"redact_image_face"
],
"topo_order": [
"mask_direct_id",
"redact_image_face",
"redact_image_tag"
],
"score_breakdown": {
"mask_direct_id": 11.2694,
"redact_image_face": 0.01,
"redact_imag... | 0 | 0.25 | plan_ready |
P-000199 | {
"risk_score": 0.3075,
"retok_prob": 0.206,
"active_modalities": [
"audio",
"text"
],
"budget": 0.41
} | [
{
"action": "mask_direct_id",
"priority": 6.5183,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 3.7247,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.3279,
"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": 6.5183,
"generalize_dob": 3.7247,
"suppress_geo": 2.3279
}
} | 0 | 0.12 | plan_ready |
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