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-000400 | {
"risk_score": 0.1309,
"retok_prob": 0.7804,
"active_modalities": [
"text",
"image"
],
"budget": 0.77
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1309 | 0 | below_threshold |
P-000401 | {
"risk_score": 0.7728,
"retok_prob": 0.9041,
"active_modalities": [
"image"
],
"budget": 0.62
} | [
{
"action": "mask_direct_id",
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"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
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"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "redact_image_tag",
"priority": 3.9309,
"cost... | {
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"redact_image_tag",
"redact_image_face"
],
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"redact_image_tag"
],
"score_breakdown": {
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"redact_image_face": 3.7437,
"... | 0.0828 | 0.25 | plan_ready |
P-000402 | {
"risk_score": 0.1422,
"retok_prob": 0.8776,
"active_modalities": [
"ehr",
"image"
],
"budget": 1.03
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1422 | 0 | below_threshold |
P-000403 | {
"risk_score": 0.9092,
"retok_prob": 0.7617,
"active_modalities": [
"ehr"
],
"budget": 0.59
} | [
{
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"risk_delta": 0.12,
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},
{
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"priority": 4.2827,
"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",
"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-000404 | {
"risk_score": 0.8602,
"retok_prob": 0.9899,
"active_modalities": [
"ehr",
"audio",
"text",
"image"
],
"budget": 1.4
} | [
{
"action": "mask_direct_id",
"priority": 12.4925,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.6716,
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"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 4.8184,
"cost": ... | {
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"generalize_dob",
"retokenize_text",
"suppress_geo"
],
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"topo_order": [
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"generalize_dob",
"retokenize_text",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 12.4925,
"generalize_d... | 0.1802 | 0.21 | plan_ready |
P-000405 | {
"risk_score": 0.7908,
"retok_prob": 0.8238,
"active_modalities": [
"image"
],
"budget": 0.5
} | [
{
"action": "mask_direct_id",
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{
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"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "redact_image_tag",
"priority": 2.8003,
"cost"... | {
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"redact_image_tag",
"redact_image_face"
],
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"topo_order": [
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"redact_image_tag"
],
"score_breakdown": {
"mask_direct_id": 11.2014,
"redact_image_face": 2.667,
"redact_image... | 0.1008 | 0.25 | plan_ready |
P-000406 | {
"risk_score": 0.8046,
"retok_prob": 0.0381,
"active_modalities": [
"ehr"
],
"budget": 0.66
} | [
{
"action": "generalize_dob",
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"risk_delta": 0.12,
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},
{
"action": "suppress_geo",
"priority": 4.0351,
"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",
"drop_rare_code",
"audit_log_purge"
],
"injected_deps": [
"redact_image_face",
"strip_audio_voice",
"mask_direct_id",
"federated_noise"
],
"topo_order": [
"generalize_dob",
"suppress_geo... | 0 | 0.9 | plan_ready |
P-000407 | {
"risk_score": 0.2564,
"retok_prob": 0.6719,
"active_modalities": [
"audio",
"text",
"ehr",
"image"
],
"budget": 0.42
} | [
{
"action": "mask_direct_id",
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"cost": 0.05,
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"deps": []
},
{
"action": "generalize_dob",
"priority": 4.8843,
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"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.0527,
"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": 8.5475,
"generalize_dob": 4.8843,
"suppress_geo": 3.0527
}
} | 0 | 0.12 | plan_ready |
P-000408 | {
"risk_score": 0.203,
"retok_prob": 0.5121,
"active_modalities": [
"ehr"
],
"budget": 1.41
} | [
{
"action": "generalize_dob",
"priority": 3.9235,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.4522,
"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-000409 | {
"risk_score": 0.5725,
"retok_prob": 0.8214,
"active_modalities": [
"text"
],
"budget": 1.13
} | [
{
"action": "mask_direct_id",
"priority": 9.4592,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 5.4053,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 3.9038,
"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": 9.4592,
"generalize_dob": 5.4053,
"retokenize_text": 3.903... | 0 | 0.17 | plan_ready |
P-000410 | {
"risk_score": 0.4797,
"retok_prob": 0.6707,
"active_modalities": [
"text",
"ehr"
],
"budget": 1.31
} | [
{
"action": "mask_direct_id",
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"cost": 0.05,
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"deps": []
},
{
"action": "generalize_dob",
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"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 3.5341,
"cost": 0... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"retokenize_text"
],
"injected_deps": [],
"topo_order": [
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"generalize_dob",
"retokenize_text"
],
"score_breakdown": {
"mask_direct_id": 8.5633,
"generalize_dob": 4.8933,
"retokenize_text": 3.534... | 0 | 0.17 | plan_ready |
P-000411 | {
"risk_score": 0.1648,
"retok_prob": 0.6501,
"active_modalities": [
"ehr",
"text"
],
"budget": 1.07
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1648 | 0 | below_threshold |
P-000412 | {
"risk_score": 0.1326,
"retok_prob": 0.2389,
"active_modalities": [
"text"
],
"budget": 0.8
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1326 | 0 | below_threshold |
P-000413 | {
"risk_score": 0.189,
"retok_prob": 0.6064,
"active_modalities": [
"image",
"text",
"audio"
],
"budget": 0.48
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.189 | 0 | below_threshold |
P-000414 | {
"risk_score": 0.4783,
"retok_prob": 0.4074,
"active_modalities": [
"text",
"ehr"
],
"budget": 1.32
} | [
{
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"cost": 0.05,
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"deps": []
},
{
"action": "generalize_dob",
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"cost": 0.03,
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"deps": []
},
{
"action": "suppress_geo",
"priority": 3.9081,
"cost": 0.04... | {
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"generalize_dob",
"suppress_geo"
],
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"topo_order": [
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"generalize_dob",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 8.5489,
"generalize_dob": 6.2529,
"suppress_geo": 3.9081
}
} | 0 | 0.12 | plan_ready |
P-000415 | {
"risk_score": 0.849,
"retok_prob": 0.4308,
"active_modalities": [
"image"
],
"budget": 1.08
} | [
{
"action": "mask_direct_id",
"priority": 11.3689,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "redact_image_face",
"priority": 2.7069,
"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "redact_image_tag",
"priority": 2.8422,
"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": 11.3689,
"redact_image_face": 2.7069,
"redact_imag... | 0.159 | 0.25 | plan_ready |
P-000416 | {
"risk_score": 0.1761,
"retok_prob": 0.7877,
"active_modalities": [
"text",
"image",
"audio"
],
"budget": 0.5
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1761 | 0 | below_threshold |
P-000417 | {
"risk_score": 0.9263,
"retok_prob": 0.7623,
"active_modalities": [
"audio",
"text",
"ehr"
],
"budget": 0.85
} | [
{
"action": "mask_direct_id",
"priority": 12.0986,
"cost": 0.05,
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"deps": []
},
{
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"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 4.9931,
"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-000418 | {
"risk_score": 0.359,
"retok_prob": 0.7704,
"active_modalities": [
"audio",
"text"
],
"budget": 0.99
} | [
{
"action": "mask_direct_id",
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"cost": 0.05,
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"deps": []
},
{
"action": "generalize_dob",
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"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 3.2708,
"cost": 0.... | {
"selected_actions": [
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"generalize_dob",
"retokenize_text"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"retokenize_text"
],
"score_breakdown": {
"mask_direct_id": 8.9216,
"generalize_dob": 5.098,
"retokenize_text": 3.2708... | 0 | 0.17 | plan_ready |
P-000419 | {
"risk_score": 0.3951,
"retok_prob": 0.5373,
"active_modalities": [
"image",
"text",
"audio",
"ehr"
],
"budget": 1.43
} | [
{
"action": "mask_direct_id",
"priority": 7.6329,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 4.3616,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.726,
"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": 7.6329,
"generalize_dob": 4.3616,
"suppress_geo": 2.726
}
} | 0 | 0.12 | plan_ready |
P-000420 | {
"risk_score": 0.1343,
"retok_prob": 0.2124,
"active_modalities": [
"text",
"audio",
"image"
],
"budget": 0.87
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1343 | 0 | below_threshold |
P-000421 | {
"risk_score": 0.2064,
"retok_prob": 0.9481,
"active_modalities": [
"ehr",
"text",
"image"
],
"budget": 0.68
} | [
{
"action": "mask_direct_id",
"priority": 4.9631,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 3.6302,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.2689,
"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": 4.9631,
"generalize_dob": 3.6302,
"suppress_geo": 2.2689
}
} | 0 | 0.12 | plan_ready |
P-000422 | {
"risk_score": 0.6547,
"retok_prob": 0.5911,
"active_modalities": [
"text"
],
"budget": 1.16
} | [
{
"action": "mask_direct_id",
"priority": 8.5403,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 4.8802,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 3.9119,
"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": 8.5403,
"generalize_dob": 4.8802,
"retokenize_text": 3.911... | 0.0747 | 0.17 | plan_ready |
P-000423 | {
"risk_score": 0.1129,
"retok_prob": 0.0145,
"active_modalities": [
"text",
"ehr",
"audio"
],
"budget": 1.19
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1129 | 0 | below_threshold |
P-000424 | {
"risk_score": 0.9155,
"retok_prob": 0.45,
"active_modalities": [
"audio"
],
"budget": 0.73
} | [
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "strip_audio_voice",
"priority": 2.0625,
"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-000425 | {
"risk_score": 0.6981,
"retok_prob": 0.4449,
"active_modalities": [
"ehr"
],
"budget": 0.78
} | [
{
"action": "generalize_dob",
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"deps": []
},
{
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"cost": 0.04,
"risk_delta": 0.1,
"deps": []
},
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12... | {
"selected_actions": [
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"cross_modal_unlink"
],
"injected_deps": [
"redact_image_face",
"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-000426 | {
"risk_score": 0.0789,
"retok_prob": 0.8288,
"active_modalities": [
"text",
"ehr"
],
"budget": 1.28
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0789 | 0 | below_threshold |
P-000427 | {
"risk_score": 0.2286,
"retok_prob": 0.9049,
"active_modalities": [
"audio",
"ehr"
],
"budget": 0.69
} | [
{
"action": "generalize_dob",
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"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
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"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-000428 | {
"risk_score": 0.1038,
"retok_prob": 0.2539,
"active_modalities": [
"image"
],
"budget": 0.47
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1038 | 0 | below_threshold |
P-000429 | {
"risk_score": 0.9249,
"retok_prob": 0.9361,
"active_modalities": [
"audio",
"ehr",
"text"
],
"budget": 0.55
} | [
{
"action": "mask_direct_id",
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"cost": 0.05,
"risk_delta": 0.35,
"deps": []
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P-000454 | {
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},
{
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},
{
"action": "suppress_geo",
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... | {
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],
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"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 8.452,
"generalize_dob": 5.628,
"suppress_geo": 3.5175
}
} | 0 | 0.12 | plan_ready |
P-000484 | {
"risk_score": 0.8295,
"retok_prob": 0.5185,
"active_modalities": [
"ehr",
"image",
"text",
"audio"
],
"budget": 0.63
} | [
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},
{
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},
{
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"cost": 0.0... | {
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],
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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-000485 | {
"risk_score": 0.0828,
"retok_prob": 0.5909,
"active_modalities": [
"text",
"audio",
"ehr",
"image"
],
"budget": 1.5
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0828 | 0 | below_threshold |
P-000486 | {
"risk_score": 0.6176,
"retok_prob": 0.0578,
"active_modalities": [
"ehr",
"text",
"image"
],
"budget": 1.1
} | [
{
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{
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},
{
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... | {
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],
"score_breakdown": {
"mask_direct_id": 14.686,
"generalize_dob": 8.392,
"suppress_geo": 5.245
}
} | 0.0476 | 0.12 | plan_ready |
P-000487 | {
"risk_score": 0.9641,
"retok_prob": 0.4913,
"active_modalities": [
"image"
],
"budget": 1.07
} | [
{
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},
{
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},
{
"action": "redact_image_tag",
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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-000488 | {
"risk_score": 0.896,
"retok_prob": 0.1641,
"active_modalities": [
"text"
],
"budget": 1.36
} | [
{
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},
{
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},
{
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"priority": 6.1665,
"cost": 0.0... | {
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],
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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-000489 | {
"risk_score": 0.245,
"retok_prob": 0.0234,
"active_modalities": [
"ehr",
"text"
],
"budget": 1.02
} | [
{
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},
{
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},
{
"action": "suppress_geo",
"priority": 2.4792,
"cost": 0.04... | {
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],
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],
"score_breakdown": {
"mask_direct_id": 5.5983,
"generalize_dob": 3.9668,
"suppress_geo": 2.4792
}
} | 0 | 0.12 | plan_ready |
P-000490 | {
"risk_score": 0.4484,
"retok_prob": 0.6021,
"active_modalities": [
"audio",
"text",
"image"
],
"budget": 0.64
} | [
{
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},
{
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},
{
"action": "suppress_geo",
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"cost": 0.0... | {
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],
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],
"score_breakdown": {
"mask_direct_id": 11.0327,
"generalize_dob": 6.3044,
"suppress_geo": 3.9402
}
} | 0 | 0.12 | plan_ready |
P-000491 | {
"risk_score": 0.899,
"retok_prob": 0.1654,
"active_modalities": [
"audio",
"text"
],
"budget": 0.97
} | [
{
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},
{
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},
{
"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-000492 | {
"risk_score": 0.2399,
"retok_prob": 0.5855,
"active_modalities": [
"ehr"
],
"budget": 1.18
} | [
{
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},
{
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},
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12... | {
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],
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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-000493 | {
"risk_score": 0.3062,
"retok_prob": 0.8384,
"active_modalities": [
"ehr"
],
"budget": 1.44
} | [
{
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},
{
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"deps": []
},
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12... | {
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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-000494 | {
"risk_score": 0.1312,
"retok_prob": 0.0696,
"active_modalities": [
"image",
"ehr",
"audio",
"text"
],
"budget": 1.1
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1312 | 0 | below_threshold |
P-000495 | {
"risk_score": 0.6311,
"retok_prob": 0.3032,
"active_modalities": [
"image",
"ehr"
],
"budget": 0.49
} | [
{
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},
{
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"deps": []
},
{
"action": "suppress_geo",
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"cost": 0.0... | {
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],
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],
"score_breakdown": {
"mask_direct_id": 10.1704,
"generalize_dob": 5.6977,
"suppress_geo": 3.5611
}
} | 0.0611 | 0.12 | plan_ready |
P-000496 | {
"risk_score": 0.2226,
"retok_prob": 0.4797,
"active_modalities": [
"ehr",
"image",
"audio",
"text"
],
"budget": 0.97
} | [
{
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},
{
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"deps": []
},
{
"action": "suppress_geo",
"priority": 1.9638,
"cost": 0.04... | {
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],
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],
"score_breakdown": {
"mask_direct_id": 5.4986,
"generalize_dob": 3.1421,
"suppress_geo": 1.9638
}
} | 0 | 0.12 | plan_ready |
P-000497 | {
"risk_score": 0.4104,
"retok_prob": 0.0696,
"active_modalities": [
"audio"
],
"budget": 1.21
} | [
{
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},
{
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"risk_delta": 0.18,
"deps": []
},
{
"action": "mask_direct_id",
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"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-000498 | {
"risk_score": 0.8399,
"retok_prob": 0.6455,
"active_modalities": [
"text",
"ehr",
"image",
"audio"
],
"budget": 0.96
} | [
{
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},
{
"action": "generalize_dob",
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"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 4.7625,
"cost": ... | {
"selected_actions": [
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"retokenize_text",
"suppress_geo"
],
"injected_deps": [],
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"generalize_dob",
"retokenize_text",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 11.5399,
"generalize_d... | 0.1599 | 0.21 | plan_ready |
P-000499 | {
"risk_score": 0.1971,
"retok_prob": 0.6524,
"active_modalities": [
"image"
],
"budget": 1.09
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1971 | 0 | below_threshold |
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