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-005900 | {
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"retok_prob": 0.1394,
"active_modalities": [
"audio"
],
"budget": 1.22
} | [
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{
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"risk_delta": 0.18,
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},
{
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"cost": 0... | {
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"strip_audio_voice",
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"federated_noise"
],
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"mask_direct_id",
"k_anon_table"
],
"topo_order": [
"redact_image_face",
"strip_audio_voice",
"ma... | 0 | 1.07 | plan_ready |
P-005901 | {
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"retok_prob": 0.5582,
"active_modalities": [
"audio",
"ehr",
"image"
],
"budget": 1.18
} | [
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{
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},
{
"action": "suppress_geo",
"priority": 3.804,
"cost": 0.04... | {
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"generalize_dob": 6.0863,
"suppress_geo": 3.80400000000... | 0.1322 | 0.12 | plan_ready |
P-005902 | {
"risk_score": 0.6464,
"retok_prob": 0.0594,
"active_modalities": [
"image"
],
"budget": 0.63
} | [
{
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{
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},
{
"action": "redact_image_tag",
"priority": 2.5247,
"cost":... | {
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],
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],
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"redact_image_tag"
],
"score_breakdown": {
"mask_direct_id": 10.098700000000001,
"redact_image_face": 0.01,
"... | 0 | 0.25 | plan_ready |
P-005903 | {
"risk_score": 0.9727,
"retok_prob": 0.6964,
"active_modalities": [
"audio",
"image",
"text",
"ehr"
],
"budget": 0.72
} | [
{
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{
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},
{
"action": "retokenize_text",
"priority": 5.1097,
"cost": 0... | {
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"retokenize_text",
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],
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],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"retokenize_text",
"suppress_geo",
"redact_image_face",... | 0 | 0.41 | plan_ready |
P-005904 | {
"risk_score": 0.5742,
"retok_prob": 0.6913,
"active_modalities": [
"ehr"
],
"budget": 1.07
} | [
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{
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},
{
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"priority": 0.01,
"cost": 0.12... | {
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"strip_audio_voice",
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],
"topo_order": [
"generalize_dob",
"suppress_geo",
"redact_image_face",
"strip_audio_voice",
"mask_direc... | 0 | 0.57 | plan_ready |
P-005905 | {
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"retok_prob": 0.6692,
"active_modalities": [
"ehr",
"text",
"image",
"audio"
],
"budget": 0.99
} | [
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{
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},
{
"action": "retokenize_text",
"priority": 2.9308,
"cost": 0.... | {
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"retokenize_text"
],
"score_breakdown": {
"mask_direct_id": 9.6581,
"generalize_dob": 4.058,
"retokenize_text": 2.9308... | 0 | 0.17 | plan_ready |
P-005906 | {
"risk_score": 0.1407,
"retok_prob": 0.2689,
"active_modalities": [
"audio",
"text",
"ehr"
],
"budget": 0.47
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1407 | 0 | below_threshold |
P-005907 | {
"risk_score": 0.2586,
"retok_prob": 0.2896,
"active_modalities": [
"text",
"image",
"ehr"
],
"budget": 1.48
} | [
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{
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},
{
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"priority": 2.7178,
"cost": 0.04... | {
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],
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],
"score_breakdown": {
"mask_direct_id": 6.3899,
"generalize_dob": 4.3485,
"suppress_geo": 2.7178
}
} | 0 | 0.12 | plan_ready |
P-005908 | {
"risk_score": 0.9887,
"retok_prob": 0.6564,
"active_modalities": [
"audio",
"image"
],
"budget": 1.33
} | [
{
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{
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},
{
"action": "redact_image_tag",
"priority": 3.119,
"cost"... | {
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],
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],
"topo_order": [
"mask_direct_id",
"redact_image_face",
"redact_image_tag",
"strip_audio_voice",
"cross_modal_unlink"
],... | 0 | 0.58 | plan_ready |
P-005909 | {
"risk_score": 0.0942,
"retok_prob": 0.1351,
"active_modalities": [
"audio",
"image"
],
"budget": 1.01
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0942 | 0 | below_threshold |
P-005910 | {
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"retok_prob": 0.5129,
"active_modalities": [
"audio",
"image"
],
"budget": 1.08
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0642 | 0 | below_threshold |
P-005911 | {
"risk_score": 0.0918,
"retok_prob": 0.5621,
"active_modalities": [
"text"
],
"budget": 1.36
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0918 | 0 | below_threshold |
P-005912 | {
"risk_score": 0.5691,
"retok_prob": 0.0273,
"active_modalities": [
"ehr",
"audio"
],
"budget": 1.03
} | [
{
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{
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{
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],
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"suppress_geo",
"redact_image_face",
"strip_audio_voice",
"mask_direc... | 0 | 0.57 | plan_ready |
P-005913 | {
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"text",
"image",
"ehr",
"audio"
],
"budget": 0.62
} | [
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{
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"generalize_dob": 6.1509,
"suppress_geo": 3.8443
}
} | 0.1608 | 0.12 | plan_ready |
P-005914 | {
"risk_score": 0.0528,
"retok_prob": 0.3574,
"active_modalities": [
"text",
"audio",
"image"
],
"budget": 0.55
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0528 | 0 | below_threshold |
P-005915 | {
"risk_score": 0.2044,
"retok_prob": 0.1346,
"active_modalities": [
"text",
"ehr"
],
"budget": 1.14
} | [
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{
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},
{
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"priority": 1.9538,
"cost": 0.04... | {
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],
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],
"score_breakdown": {
"mask_direct_id": 4.9286,
"generalize_dob": 3.1261,
"suppress_geo": 1.953800000000... | 0 | 0.12 | plan_ready |
P-005916 | {
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"retok_prob": 0.3061,
"active_modalities": [
"audio",
"text",
"ehr"
],
"budget": 0.59
} | [
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{
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},
{
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],
"score_breakdown": {
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"generalize_dob": 6.0881,
"suppress_geo": 3.8051
}
} | 0.1463 | 0.12 | plan_ready |
P-005917 | {
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"retok_prob": 0.5752,
"active_modalities": [
"text",
"image",
"audio",
"ehr"
],
"budget": 0.79
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1574 | 0 | below_threshold |
P-005918 | {
"risk_score": 0.5927,
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"active_modalities": [
"image"
],
"budget": 1.42
} | [
{
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},
{
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},
{
"action": "redact_image_tag",
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"cost": 0.... | {
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],
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],
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"redact_image_tag"
],
"score_breakdown": {
"mask_direct_id": 9.6399,
"redact_image_face": 0.01,
"redact_image... | 0 | 0.25 | plan_ready |
P-005919 | {
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"retok_prob": 0.1102,
"active_modalities": [
"image",
"audio",
"text",
"ehr"
],
"budget": 0.77
} | [
{
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},
{
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},
{
"action": "suppress_geo",
"priority": 4.6708,
"cost": 0.0... | {
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"cross_modal_unlink"
],
"injected_deps": [
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],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo",
"redact_image_face",
"strip_audio_v... | 0 | 0.57 | plan_ready |
P-005920 | {
"risk_score": 0.0977,
"retok_prob": 0.0316,
"active_modalities": [
"image",
"text"
],
"budget": 0.97
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0977 | 0 | below_threshold |
P-005921 | {
"risk_score": 0.7268,
"retok_prob": 0.3304,
"active_modalities": [
"audio",
"text"
],
"budget": 1.09
} | [
{
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},
{
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"deps": []
},
{
"action": "suppress_geo",
"priority": 4.9453,
"cost": 0.0... | {
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],
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],
"score_breakdown": {
"mask_direct_id": 13.8468,
"generalize_dob": 7.9124,
"suppress_geo": 4.9453
}
} | 0.1568 | 0.12 | plan_ready |
P-005922 | {
"risk_score": 0.6806,
"retok_prob": 0.6612,
"active_modalities": [
"ehr",
"audio",
"image"
],
"budget": 1.41
} | [
{
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},
{
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},
{
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"priority": 3.7057,
"cost": 0.04... | {
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],
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],
"score_breakdown": {
"mask_direct_id": 10.376,
"generalize_dob": 5.9291,
"suppress_geo": 3.7057
}
} | 0.1106 | 0.12 | plan_ready |
P-005923 | {
"risk_score": 0.7756,
"retok_prob": 0.8827,
"active_modalities": [
"image"
],
"budget": 1.08
} | [
{
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},
{
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"risk_delta": 0.2,
"deps": []
},
{
"action": "redact_image_tag",
"priority": 3.8271,
"cost... | {
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],
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],
"score_breakdown": {
"mask_direct_id": 15.3085,
"redact_image_face": 3.6449,
"redact_imag... | 0.0856 | 0.25 | plan_ready |
P-005924 | {
"risk_score": 0.6744,
"retok_prob": 0.9499,
"active_modalities": [
"audio",
"ehr"
],
"budget": 0.53
} | [
{
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{
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},
{
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],
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],
"topo_order": [
"generalize_dob",
"suppress_geo",
"redact_image_face",
"strip_audio_voice",
"mask_direc... | 0 | 0.57 | plan_ready |
P-005925 | {
"risk_score": 0.7947,
"retok_prob": 0.6733,
"active_modalities": [
"ehr"
],
"budget": 1.31
} | [
{
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},
{
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},
{
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"priority": 0.01,
"cost": 0.12,... | {
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"drop_rare_code",
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],
"injected_deps": [
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"strip_audio_voice",
"mask_direct_id",
"federated_noise"
],
"topo_order": [
"generalize_dob",
"suppress_geo... | 0 | 0.9 | plan_ready |
P-005926 | {
"risk_score": 0.9045,
"retok_prob": 0.3165,
"active_modalities": [
"audio",
"text",
"image",
"ehr"
],
"budget": 1.32
} | [
{
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},
{
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"deps": []
},
{
"action": "suppress_geo",
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"cost": 0.0... | {
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],
"injected_deps": [
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],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo",
"redact_image_face",
"strip_audio_v... | 0 | 0.57 | plan_ready |
P-005927 | {
"risk_score": 0.608,
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],
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"retokenize_text": 3.317... | 0 | 0.17 | plan_ready |
P-005980 | {
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"active_modalities": [
"audio",
"ehr",
"image",
"text"
],
"budget": 1.4
} | [
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{
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"redact_image_face",
"redact_image_tag"
],
"score_breakdown"... | 0.052 | 0.32 | plan_ready |
P-005981 | {
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"text",
"ehr",
"image"
],
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} | [
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{
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],
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"generalize_do... | 0.1985 | 0.21 | plan_ready |
P-005982 | {
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"text",
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],
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} | [
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{
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}
} | 0 | 0.12 | plan_ready |
P-005983 | {
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"image",
"text"
],
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} | [
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{
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],
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],
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"mask_direct_id",
"generalize_dob",
"suppress_geo",
"redact_image_face",
"strip_audio_v... | 0 | 0.57 | plan_ready |
P-005984 | {
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"text",
"audio",
"image"
],
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} | [
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},
{
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],
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"suppress_geo": 2.7177
}
} | 0 | 0.12 | plan_ready |
P-005985 | {
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"audio",
"text",
"image"
],
"budget": 1.43
} | [
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{
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],
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"generalize_dob",
"suppress_geo",
"redact_image_face",
"redact_image_tag"
],
"score_breakdow... | 0 | 0.32 | plan_ready |
P-005986 | {
"risk_score": 0.8903,
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"active_modalities": [
"audio",
"text",
"ehr"
],
"budget": 1.48
} | [
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{
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},
{
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],
"topo_order": [
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"generalize_dob",
"retokenize_text",
"suppress_geo... | 0 | 0.66 | plan_ready |
P-005987 | {
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"active_modalities": [
"text",
"ehr",
"image",
"audio"
],
"budget": 0.51
} | [
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},
{
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],
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"suppress_geo": 2.1667
}
} | 0 | 0.12 | plan_ready |
P-005988 | {
"risk_score": 0.9363,
"retok_prob": 0.5542,
"active_modalities": [
"audio"
],
"budget": 1.06
} | [
{
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},
{
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"federated_noise"
],
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"mask_direct_id",
"k_anon_table"
],
"topo_order": [
"redact_image_face",
"strip_audio_voice",
"ma... | 0 | 1.07 | plan_ready |
P-005989 | {
"risk_score": 0.6953,
"retok_prob": 0.6169,
"active_modalities": [
"text",
"image",
"ehr"
],
"budget": 0.81
} | [
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{
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{
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}
} | 0.1253 | 0.12 | plan_ready |
P-005990 | {
"risk_score": 0.1669,
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"active_modalities": [
"image"
],
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} | [] | {
"selected_actions": [],
"injected_deps": [],
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} | 0.1669 | 0 | below_threshold |
P-005991 | {
"risk_score": 0.136,
"retok_prob": 0.786,
"active_modalities": [
"text",
"audio",
"ehr",
"image"
],
"budget": 0.99
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.136 | 0 | below_threshold |
P-005992 | {
"risk_score": 0.6505,
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"active_modalities": [
"text",
"ehr"
],
"budget": 1.31
} | [
{
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},
{
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"suppress_geo": 4.5958
}
} | 0.0805 | 0.12 | plan_ready |
P-005993 | {
"risk_score": 0.4563,
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"active_modalities": [
"image"
],
"budget": 1.42
} | [
{
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},
{
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"deps": []
},
{
"action": "redact_image_tag",
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"cost": ... | {
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],
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],
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"redact_image_tag"
],
"score_breakdown": {
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"redact_image_face": 0.01,
"redact_image... | 0 | 0.25 | plan_ready |
P-005994 | {
"risk_score": 0.564,
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"active_modalities": [
"text",
"ehr",
"audio"
],
"budget": 0.58
} | [
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{
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},
{
"action": "retokenize_text",
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],
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],
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"retokenize_text": 3.8718... | 0 | 0.17 | plan_ready |
P-005995 | {
"risk_score": 0.5293,
"retok_prob": 0.8973,
"active_modalities": [
"audio",
"ehr",
"image"
],
"budget": 1.17
} | [
{
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{
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},
{
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],
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"suppress_geo": 3.2344
}
} | 0 | 0.12 | plan_ready |
P-005996 | {
"risk_score": 0.3141,
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"active_modalities": [
"text",
"audio",
"image"
],
"budget": 0.95
} | [
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{
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},
{
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],
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],
"score_breakdown": {
"mask_direct_id": 6.6087,
"generalize_dob": 3.7764,
"retokenize_text": 2.727... | 0 | 0.17 | plan_ready |
P-005997 | {
"risk_score": 0.9715,
"retok_prob": 0.917,
"active_modalities": [
"ehr"
],
"budget": 1.06
} | [
{
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{
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},
{
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"strip_audio_voice",
"mask_direct_id",
"federated_noise"
],
"topo_order": [
"generalize_dob... | 0 | 1.1 | plan_ready |
P-005998 | {
"risk_score": 0.3747,
"retok_prob": 0.4875,
"active_modalities": [
"image",
"audio",
"text"
],
"budget": 0.72
} | [
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{
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},
{
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"mask_direct_id": 10.8614,
"generalize_dob": 5.7421,
"suppress_geo": 3.5888
}
} | 0 | 0.12 | plan_ready |
P-005999 | {
"risk_score": 0.1164,
"retok_prob": 0.7822,
"active_modalities": [
"text",
"ehr"
],
"budget": 0.58
} | [] | {
"selected_actions": [],
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} | 0.1164 | 0 | below_threshold |
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