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-000000 | {
"risk_score": 0.3544,
"retok_prob": 0.1508,
"active_modalities": [
"text"
],
"budget": 1.3
} | [
{
"action": "mask_direct_id",
"priority": 8.6357,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 4.9347,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.0842,
"cost": 0.04... | {
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"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
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"generalize_dob",
"suppress_geo"
],
"score_breakdown": {
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"generalize_dob": 4.9347,
"suppress_geo": 3.0842
}
} | 0 | 0.12 | plan_ready |
P-000001 | {
"risk_score": 0.9051,
"retok_prob": 0.2147,
"active_modalities": [
"ehr"
],
"budget": 0.86
} | [
{
"action": "generalize_dob",
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"risk_delta": 0.12,
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},
{
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"priority": 5.0854,
"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",
"audit_log_purge",
"k_anon_table"
],
"injected_deps": [
"redact_image_face",
"strip_audio_voice",
"mask_direct_id",
"federated_noise"
],
"topo_order": [
"generalize_dob... | 0 | 1.1 | plan_ready |
P-000002 | {
"risk_score": 0.1056,
"retok_prob": 0.5655,
"active_modalities": [
"text",
"audio"
],
"budget": 1.04
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1056 | 0 | below_threshold |
P-000003 | {
"risk_score": 0.1752,
"retok_prob": 0.4191,
"active_modalities": [
"audio"
],
"budget": 1.02
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1752 | 0 | below_threshold |
P-000004 | {
"risk_score": 0.1469,
"retok_prob": 0.5712,
"active_modalities": [
"audio",
"text"
],
"budget": 1
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1469 | 0 | below_threshold |
P-000005 | {
"risk_score": 0.4519,
"retok_prob": 0.3141,
"active_modalities": [
"audio",
"image",
"text",
"ehr"
],
"budget": 1.17
} | [
{
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"priority": 8.271,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
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"priority": 4.7263,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.9539,
"cost": 0.04,... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
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"generalize_dob",
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],
"score_breakdown": {
"mask_direct_id": 8.271,
"generalize_dob": 4.7263,
"suppress_geo": 2.9539
}
} | 0 | 0.12 | plan_ready |
P-000006 | {
"risk_score": 0.3207,
"retok_prob": 0.9802,
"active_modalities": [
"ehr"
],
"budget": 0.58
} | [
{
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"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
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"priority": 3.4686,
"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-000007 | {
"risk_score": 0.4464,
"retok_prob": 0.962,
"active_modalities": [
"audio"
],
"budget": 0.77
} | [
{
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"priority": 0.01,
"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
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"cost": 0.15,
"risk_delta": 0.18,
"deps": []
},
{
"action": "mask_direct_id",
"priority": 0.01,
"cost": 0.0... | {
"selected_actions": [
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],
"injected_deps": [
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"strip_audio_voice",
"mask_direct_id"
],
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"redact_image_face",
"strip_audio_voice",
"mask_direct_id",
"cross_modal_unlink"
],
"score_breakdown": {
"redact_image_face":... | 0 | 0.5 | plan_ready |
P-000008 | {
"risk_score": 0.7991,
"retok_prob": 0.0688,
"active_modalities": [
"audio"
],
"budget": 0.92
} | [
{
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"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "strip_audio_voice",
"priority": 1.9302,
"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-000009 | {
"risk_score": 0.107,
"retok_prob": 0.7015,
"active_modalities": [
"audio",
"ehr",
"image",
"text"
],
"budget": 0.42
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.107 | 0 | below_threshold |
P-000010 | {
"risk_score": 0.4175,
"retok_prob": 0.8714,
"active_modalities": [
"image"
],
"budget": 0.89
} | [
{
"action": "mask_direct_id",
"priority": 7.8915,
"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": 1.9729,
"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": 7.8915,
"redact_image_face": 0.01,
"redact_image... | 0 | 0.25 | plan_ready |
P-000011 | {
"risk_score": 0.8804,
"retok_prob": 0.8193,
"active_modalities": [
"ehr",
"image",
"audio"
],
"budget": 1.45
} | [
{
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"priority": 11.3351,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.2073,
"cost": 0.03,
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"deps": []
},
{
"action": "suppress_geo",
"priority": 3.8796,
"cost": 0.0... | {
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"generalize_dob",
"suppress_geo",
"redact_image_tag"
],
"injected_deps": [
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],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo",
"redact_image_face",
"redact_image_tag"
],
"score_breakdow... | 0 | 0.32 | plan_ready |
P-000012 | {
"risk_score": 0.6038,
"retok_prob": 0.2627,
"active_modalities": [
"image"
],
"budget": 0.86
} | [
{
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},
{
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"risk_delta": 0.2,
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},
{
"action": "redact_image_tag",
"priority": 2.9212,
"cost":... | {
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],
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],
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"redact_image_tag"
],
"score_breakdown": {
"mask_direct_id": 11.6847,
"redact_image_face": 0.01,
"redact_imag... | 0 | 0.25 | plan_ready |
P-000013 | {
"risk_score": 0.9459,
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"active_modalities": [
"ehr"
],
"budget": 1.39
} | [
{
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},
{
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"risk_delta": 0.1,
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},
{
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"priority": 0.01,
"cost": 0.12... | {
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"suppress_geo",
"cross_modal_unlink",
"drop_rare_code",
"audit_log_purge",
"k_anon_table"
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"injected_deps": [
"redact_image_face",
"strip_audio_voice",
"mask_direct_id",
"federated_noise"
],
"topo_order": [
"generalize_dob... | 0 | 1.1 | plan_ready |
P-000014 | {
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"retok_prob": 0.7979,
"active_modalities": [
"ehr",
"image",
"audio",
"text"
],
"budget": 0.93
} | [
{
"action": "mask_direct_id",
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},
{
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"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 5.3018,
"cost": ... | {
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"generalize_dob",
"retokenize_text",
"suppress_geo"
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"generalize_dob",
"retokenize_text",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 17.5116,
"generalize_d... | 0.192 | 0.21 | plan_ready |
P-000015 | {
"risk_score": 0.1462,
"retok_prob": 0.5668,
"active_modalities": [
"audio"
],
"budget": 1.08
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1462 | 0 | below_threshold |
P-000016 | {
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"active_modalities": [
"audio",
"image",
"text"
],
"budget": 0.53
} | [
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{
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},
{
"action": "retokenize_text",
"priority": 3.1915,
"cost": 0.... | {
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],
"score_breakdown": {
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"generalize_dob": 4.419,
"retokenize_text": 3.1915... | 0 | 0.17 | plan_ready |
P-000017 | {
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"retok_prob": 0.1441,
"active_modalities": [
"audio",
"image",
"text"
],
"budget": 0.97
} | [
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{
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},
{
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"priority": 2.4974,
"cost": 0.04... | {
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],
"score_breakdown": {
"mask_direct_id": 8.950800000000001,
"generalize_dob": 3.9959,
"suppress_geo": 2.4... | 0 | 0.12 | plan_ready |
P-000018 | {
"risk_score": 0.7627,
"retok_prob": 0.2981,
"active_modalities": [
"audio"
],
"budget": 0.97
} | [
{
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},
{
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"cost": 0.15,
"risk_delta": 0.18,
"deps": []
},
{
"action": "mask_direct_id",
"priority": 0.01,
"cost": 0... | {
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],
"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-000019 | {
"risk_score": 0.3844,
"retok_prob": 0.2228,
"active_modalities": [
"image",
"audio",
"text"
],
"budget": 1.29
} | [
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{
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},
{
"action": "suppress_geo",
"priority": 3.1096,
"cost": 0.04... | {
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],
"score_breakdown": {
"mask_direct_id": 8.7068,
"generalize_dob": 4.9753,
"suppress_geo": 3.1096
}
} | 0 | 0.12 | plan_ready |
P-000020 | {
"risk_score": 0.3842,
"retok_prob": 0.029,
"active_modalities": [
"audio"
],
"budget": 0.92
} | [
{
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},
{
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"cost": 0.15,
"risk_delta": 0.18,
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},
{
"action": "mask_direct_id",
"priority": 0.01,
"cost": 0.0... | {
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],
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"strip_audio_voice",
"mask_direct_id",
"cross_modal_unlink"
],
"score_breakdown": {
"redact_image_face":... | 0 | 0.5 | plan_ready |
P-000021 | {
"risk_score": 0.3736,
"retok_prob": 0.8086,
"active_modalities": [
"audio",
"text",
"ehr"
],
"budget": 0.51
} | [
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{
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},
{
"action": "retokenize_text",
"priority": 3.2241,
"cost": 0... | {
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],
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],
"score_breakdown": {
"mask_direct_id": 8.4078,
"generalize_dob": 4.8045,
"retokenize_text": 3.224... | 0 | 0.17 | plan_ready |
P-000022 | {
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"retok_prob": 0.0019,
"active_modalities": [
"text",
"audio",
"ehr"
],
"budget": 1.4
} | [
{
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{
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},
{
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"priority": 3.5384,
"cost": 0.04... | {
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],
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],
"score_breakdown": {
"mask_direct_id": 9.9076,
"generalize_dob": 5.6615,
"suppress_geo": 3.5384
}
} | 0.0536 | 0.12 | plan_ready |
P-000023 | {
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"active_modalities": [
"text",
"audio",
"image"
],
"budget": 0.91
} | [
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},
{
"action": "retokenize_text",
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"cost": 0... | {
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],
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],
"score_breakdown": {
"mask_direct_id": 5.1568,
"generalize_dob": 2.9467,
"retokenize_text": 2.128... | 0 | 0.17 | plan_ready |
P-000024 | {
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"retok_prob": 0.5908,
"active_modalities": [
"image",
"audio",
"ehr",
"text"
],
"budget": 0.57
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0759 | 0 | below_threshold |
P-000025 | {
"risk_score": 0.1809,
"retok_prob": 0.9865,
"active_modalities": [
"image",
"text"
],
"budget": 0.68
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1809 | 0 | below_threshold |
P-000026 | {
"risk_score": 0.2938,
"retok_prob": 0.419,
"active_modalities": [
"text",
"audio"
],
"budget": 0.79
} | [
{
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},
{
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"deps": []
},
{
"action": "suppress_geo",
"priority": 2.2595,
"cost": 0.04... | {
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],
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],
"score_breakdown": {
"mask_direct_id": 6.3267,
"generalize_dob": 3.6153,
"suppress_geo": 2.2595
}
} | 0 | 0.12 | plan_ready |
P-000027 | {
"risk_score": 0.9,
"retok_prob": 0.4206,
"active_modalities": [
"image",
"audio"
],
"budget": 0.96
} | [
{
"action": "mask_direct_id",
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}
} | 0 | 0.12 | plan_ready |
P-000079 | {
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}
} | 0 | 0.12 | plan_ready |
P-000080 | {
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} | [
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{
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P-000081 | {
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],
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} | [] | {
"selected_actions": [],
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} | 0.1083 | 0 | below_threshold |
P-000082 | {
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"active_modalities": [
"audio",
"image",
"text"
],
"budget": 1.19
} | [] | {
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} | 0.091 | 0 | below_threshold |
P-000083 | {
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"active_modalities": [
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],
"budget": 1.19
} | [] | {
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} | 0.1114 | 0 | below_threshold |
P-000084 | {
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],
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} | [
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{
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"retokenize_text": 5.13... | 0.1998 | 0.17 | plan_ready |
P-000085 | {
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],
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} | [
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{
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],
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"redact_image... | 0 | 0.25 | plan_ready |
P-000086 | {
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],
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} | [
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{
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}
} | 0.0906 | 0.12 | plan_ready |
P-000087 | {
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"text",
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],
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} | [
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}
} | 0 | 0.12 | plan_ready |
P-000088 | {
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],
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} | [
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{
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"retokenize_text": 2.729... | 0 | 0.17 | plan_ready |
P-000089 | {
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"audio",
"image"
],
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} | [
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{
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}
} | 0 | 0.12 | plan_ready |
P-000090 | {
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"active_modalities": [
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],
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} | [
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{
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],
"topo_order": [
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"ma... | 0 | 1.07 | plan_ready |
P-000091 | {
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"active_modalities": [
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],
"budget": 1.1
} | [
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{
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"retokenize_text": 4.58... | 0.1985 | 0.17 | plan_ready |
P-000092 | {
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],
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} | [
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{
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}
} | 0 | 0.12 | plan_ready |
P-000093 | {
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],
"budget": 0.49
} | [
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{
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"suppress_geo",
"redact_image_face",
"redact_image_tag"
],
"score_breakdow... | 0 | 0.32 | plan_ready |
P-000094 | {
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],
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} | [
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},
{
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],
"score_breakdown": {
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"generalize_d... | 0.1181 | 0.21 | plan_ready |
P-000095 | {
"risk_score": 0.3163,
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"active_modalities": [
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],
"budget": 1.22
} | [
{
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{
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},
{
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],
"score_breakdown": {
"redact_image_face":... | 0 | 0.5 | plan_ready |
P-000096 | {
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"retok_prob": 0.0182,
"active_modalities": [
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"audio"
],
"budget": 0.62
} | [
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{
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],
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... | 0 | 0.28 | plan_ready |
P-000097 | {
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"text",
"audio",
"ehr"
],
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} | [
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{
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],
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"retokenize_text": 3.323... | 0 | 0.17 | plan_ready |
P-000098 | {
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"retok_prob": 0.2833,
"active_modalities": [
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"ehr"
],
"budget": 0.82
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1871 | 0 | below_threshold |
P-000099 | {
"risk_score": 0.8064,
"retok_prob": 0.3016,
"active_modalities": [
"ehr"
],
"budget": 0.75
} | [
{
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},
{
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],
"topo_order": [
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"suppress_geo... | 0 | 0.9 | plan_ready |
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