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-005700 | {
"risk_score": 0.2701,
"retok_prob": 0.4957,
"active_modalities": [
"audio"
],
"budget": 0.71
} | [
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "strip_audio_voice",
"priority": 0.01,
"cost": 0.15,
"risk_delta": 0.18,
"deps": []
},
{
"action": "mask_direct_id",
"priority": 0.01,
"cost": 0.0... | {
"selected_actions": [
"cross_modal_unlink"
],
"injected_deps": [
"redact_image_face",
"strip_audio_voice",
"mask_direct_id"
],
"topo_order": [
"redact_image_face",
"strip_audio_voice",
"mask_direct_id",
"cross_modal_unlink"
],
"score_breakdown": {
"redact_image_face":... | 0 | 0.5 | plan_ready |
P-005701 | {
"risk_score": 0.2582,
"retok_prob": 0.2725,
"active_modalities": [
"ehr",
"text",
"audio"
],
"budget": 0.86
} | [
{
"action": "mask_direct_id",
"priority": 5.8029,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 3.316,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.0725,
"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": 5.8029,
"generalize_dob": 3.316,
"suppress_geo": 2.0725
}
} | 0 | 0.12 | plan_ready |
P-005702 | {
"risk_score": 0.645,
"retok_prob": 0.5127,
"active_modalities": [
"ehr",
"text",
"audio"
],
"budget": 1.4
} | [
{
"action": "mask_direct_id",
"priority": 10.0871,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 5.7641,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.6025,
"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": 10.0871,
"generalize_dob": 5.7641,
"suppress_geo": 3.6025
}
} | 0.075 | 0.12 | plan_ready |
P-005703 | {
"risk_score": 0.8726,
"retok_prob": 0.6945,
"active_modalities": [
"ehr",
"image",
"text",
"audio"
],
"budget": 1.49
} | [
{
"action": "mask_direct_id",
"priority": 11.7567,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.7181,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 4.6262,
"cost": ... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"retokenize_text",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"retokenize_text",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 11.7567,
"generalize_d... | 0.1926 | 0.21 | plan_ready |
P-005704 | {
"risk_score": 0.5592,
"retok_prob": 0.1092,
"active_modalities": [
"image",
"text",
"audio",
"ehr"
],
"budget": 1.19
} | [
{
"action": "mask_direct_id",
"priority": 9.3376,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 5.3358,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.3349,
"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": 9.3376,
"generalize_dob": 5.3358,
"suppress_geo": 3.3349
}
} | 0 | 0.12 | plan_ready |
P-005705 | {
"risk_score": 0.875,
"retok_prob": 0.6883,
"active_modalities": [
"text",
"ehr"
],
"budget": 0.6
} | [
{
"action": "mask_direct_id",
"priority": 11.7723,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 7.1979,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 4.8584,
"cost": ... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"retokenize_text",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"retokenize_text",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 11.7723,
"generalize_d... | 0.195 | 0.21 | plan_ready |
P-005706 | {
"risk_score": 0.728,
"retok_prob": 0.364,
"active_modalities": [
"ehr",
"audio",
"image"
],
"budget": 1.12
} | [
{
"action": "mask_direct_id",
"priority": 10.743,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.5686,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.1054,
"cost": 0.04... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 10.743,
"generalize_dob": 6.5686,
"suppress_geo": 4.1054
}
} | 0.158 | 0.12 | plan_ready |
P-005707 | {
"risk_score": 0.8602,
"retok_prob": 0.3878,
"active_modalities": [
"image",
"audio"
],
"budget": 0.85
} | [
{
"action": "mask_direct_id",
"priority": 11.6753,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "redact_image_face",
"priority": 2.7798,
"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "redact_image_tag",
"priority": 2.9188,
"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": 11.6753,
"redact_image_face": 2.7798,
"redact_imag... | 0.1702 | 0.25 | plan_ready |
P-005708 | {
"risk_score": 0.9215,
"retok_prob": 0.7637,
"active_modalities": [
"ehr",
"audio",
"image",
"text"
],
"budget": 1
} | [
{
"action": "mask_direct_id",
"priority": 12.0687,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 9.1722,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 5.7326,
"cost": 0.0... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"suppress_geo",
"retokenize_text",
"cross_modal_unlink"
],
"injected_deps": [
"redact_image_face",
"strip_audio_voice"
],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo",
"retokenize_text... | 0 | 0.66 | plan_ready |
P-005709 | {
"risk_score": 0.7105,
"retok_prob": 0.0886,
"active_modalities": [
"text",
"ehr",
"image",
"audio"
],
"budget": 0.9
} | [
{
"action": "mask_direct_id",
"priority": 13.7927,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 7.8815,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.9259,
"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": 13.7927,
"generalize_dob": 7.8815,
"suppress_geo": 4.9259
}
} | 0.1405 | 0.12 | plan_ready |
P-005710 | {
"risk_score": 0.2989,
"retok_prob": 0.425,
"active_modalities": [
"ehr",
"text"
],
"budget": 0.89
} | [
{
"action": "mask_direct_id",
"priority": 7.4864,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 4.2779,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.6737,
"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": 7.4864,
"generalize_dob": 4.2779,
"suppress_geo": 2.6737
}
} | 0 | 0.12 | plan_ready |
P-005711 | {
"risk_score": 0.8591,
"retok_prob": 0.524,
"active_modalities": [
"image",
"ehr",
"text",
"audio"
],
"budget": 1.49
} | [
{
"action": "mask_direct_id",
"priority": 13.3015,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.6674,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.1671,
"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-005712 | {
"risk_score": 0.307,
"retok_prob": 0.1691,
"active_modalities": [
"text",
"ehr",
"image"
],
"budget": 0.45
} | [
{
"action": "mask_direct_id",
"priority": 6.5114,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 3.8696,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.4185,
"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": 6.5114,
"generalize_dob": 3.8696,
"suppress_geo": 2.4185
}
} | 0 | 0.12 | plan_ready |
P-005713 | {
"risk_score": 0.7803,
"retok_prob": 0.5986,
"active_modalities": [
"image",
"ehr"
],
"budget": 1.11
} | [
{
"action": "mask_direct_id",
"priority": 11.1268,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 8.7107,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 5.4442,
"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-005714 | {
"risk_score": 0.6684,
"retok_prob": 0.2942,
"active_modalities": [
"ehr"
],
"budget": 0.69
} | [
{
"action": "generalize_dob",
"priority": 5.8733,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.6708,
"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-005715 | {
"risk_score": 0.1425,
"retok_prob": 0.7956,
"active_modalities": [
"image",
"ehr",
"text"
],
"budget": 0.53
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1425 | 0 | below_threshold |
P-005716 | {
"risk_score": 0.5139,
"retok_prob": 0.2885,
"active_modalities": [
"text",
"image",
"ehr",
"audio"
],
"budget": 1.22
} | [
{
"action": "mask_direct_id",
"priority": 11.8463,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.7693,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.2308,
"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": 11.8463,
"generalize_dob": 6.7693,
"suppress_geo": 4.2308
}
} | 0 | 0.12 | plan_ready |
P-005717 | {
"risk_score": 0.4641,
"retok_prob": 0.0202,
"active_modalities": [
"text",
"audio",
"ehr"
],
"budget": 0.43
} | [
{
"action": "mask_direct_id",
"priority": 8.4008,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 4.8005,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.0003,
"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": 8.4008,
"generalize_dob": 4.8004999999999995,
"suppress_geo": 3.... | 0 | 0.12 | plan_ready |
P-005718 | {
"risk_score": 0.317,
"retok_prob": 0.6858,
"active_modalities": [
"audio",
"image"
],
"budget": 0.86
} | [
{
"action": "mask_direct_id",
"priority": 8.5095,
"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": 2.1274,
"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": 8.5095,
"redact_image_face": 0.01,
"redact_image... | 0 | 0.25 | plan_ready |
P-005719 | {
"risk_score": 0.7203,
"retok_prob": 0.491,
"active_modalities": [
"audio",
"ehr"
],
"budget": 1.18
} | [
{
"action": "generalize_dob",
"priority": 6.1055,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.816,
"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-005720 | {
"risk_score": 0.7809,
"retok_prob": 0.4,
"active_modalities": [
"ehr",
"image",
"audio",
"text"
],
"budget": 0.58
} | [
{
"action": "mask_direct_id",
"priority": 11.1311,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.3606,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.9754,
"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-005721 | {
"risk_score": 0.4612,
"retok_prob": 0.3322,
"active_modalities": [
"audio"
],
"budget": 1.45
} | [
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "strip_audio_voice",
"priority": 0.01,
"cost": 0.15,
"risk_delta": 0.18,
"deps": []
},
{
"action": "mask_direct_id",
"priority": 0.01,
"cost": 0.0... | {
"selected_actions": [
"cross_modal_unlink"
],
"injected_deps": [
"redact_image_face",
"strip_audio_voice",
"mask_direct_id"
],
"topo_order": [
"redact_image_face",
"strip_audio_voice",
"mask_direct_id",
"cross_modal_unlink"
],
"score_breakdown": {
"redact_image_face":... | 0 | 0.5 | plan_ready |
P-005722 | {
"risk_score": 0.3352,
"retok_prob": 0.8881,
"active_modalities": [
"image",
"ehr",
"text"
],
"budget": 0.62
} | [
{
"action": "mask_direct_id",
"priority": 6.8903,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 4.6066,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.8791,
"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": 6.8903,
"generalize_dob": 4.6066,
"suppress_geo": 2.8791
}
} | 0 | 0.12 | plan_ready |
P-005723 | {
"risk_score": 0.958,
"retok_prob": 0.5969,
"active_modalities": [
"text",
"audio"
],
"budget": 1.43
} | [
{
"action": "mask_direct_id",
"priority": 13.0305,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 7.446,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 5.2021,
"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-005724 | {
"risk_score": 0.6726,
"retok_prob": 0.3952,
"active_modalities": [
"ehr",
"audio"
],
"budget": 1.42
} | [
{
"action": "generalize_dob",
"priority": 8.7211,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 5.4507,
"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-005725 | {
"risk_score": 0.8751,
"retok_prob": 0.9401,
"active_modalities": [
"ehr"
],
"budget": 1.07
} | [
{
"action": "generalize_dob",
"priority": 6.7274,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.2046,
"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-005726 | {
"risk_score": 0.7273,
"retok_prob": 0.5887,
"active_modalities": [
"image",
"text",
"audio"
],
"budget": 1.35
} | [
{
"action": "mask_direct_id",
"priority": 10.7377,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.1358,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 4.4314,
"cost": ... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"retokenize_text"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"retokenize_text"
],
"score_breakdown": {
"mask_direct_id": 10.7377,
"generalize_dob": 6.1358,
"retokenize_text": 4.43... | 0.1473 | 0.17 | plan_ready |
P-005727 | {
"risk_score": 0.6304,
"retok_prob": 0.1217,
"active_modalities": [
"image",
"text"
],
"budget": 0.75
} | [
{
"action": "mask_direct_id",
"priority": 13.3533,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.8332,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.2708,
"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": 13.3533,
"generalize_dob": 6.8332,
"suppress_geo": 4.2708
}
} | 0.0604 | 0.12 | plan_ready |
P-005728 | {
"risk_score": 0.3308,
"retok_prob": 0.1889,
"active_modalities": [
"ehr",
"audio",
"image",
"text"
],
"budget": 1.21
} | [
{
"action": "mask_direct_id",
"priority": 6.8325,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 3.9043,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.4402,
"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": 6.8325,
"generalize_dob": 3.9043,
"suppress_geo": 2.4402
}
} | 0 | 0.12 | plan_ready |
P-005729 | {
"risk_score": 0.1634,
"retok_prob": 0.0364,
"active_modalities": [
"audio",
"ehr"
],
"budget": 0.44
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1634 | 0 | below_threshold |
P-005730 | {
"risk_score": 0.631,
"retok_prob": 0.2208,
"active_modalities": [
"text"
],
"budget": 1.02
} | [
{
"action": "mask_direct_id",
"priority": 8.4747,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 4.8427,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.0267,
"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": 8.4747,
"generalize_dob": 4.8427,
"suppress_geo": 3.0267
}
} | 0.061 | 0.12 | plan_ready |
P-005731 | {
"risk_score": 0.2219,
"retok_prob": 0.6307,
"active_modalities": [
"image"
],
"budget": 0.97
} | [
{
"action": "mask_direct_id",
"priority": 5.2252,
"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": 1.3063,
"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": 5.2252,
"redact_image_face": 0.01,
"redact_image... | 0 | 0.25 | plan_ready |
P-005732 | {
"risk_score": 0.8461,
"retok_prob": 0.3526,
"active_modalities": [
"audio",
"ehr",
"image"
],
"budget": 0.49
} | [
{
"action": "mask_direct_id",
"priority": 11.5815,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.618,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.1363,
"cost": 0.04... | {
"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-005733 | {
"risk_score": 0.6457,
"retok_prob": 0.2966,
"active_modalities": [
"text",
"ehr"
],
"budget": 1.29
} | [
{
"action": "mask_direct_id",
"priority": 10.0929,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 5.7674,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.6046,
"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": 10.0929,
"generalize_dob": 5.7674,
"suppress_geo": 3.6046
}
} | 0.0757 | 0.12 | plan_ready |
P-005734 | {
"risk_score": 0.9781,
"retok_prob": 0.1132,
"active_modalities": [
"text",
"audio",
"ehr",
"image"
],
"budget": 0.98
} | [
{
"action": "mask_direct_id",
"priority": 14.3995,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 8.2283,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 5.1427,
"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-005735 | {
"risk_score": 0.7083,
"retok_prob": 0.9138,
"active_modalities": [
"ehr",
"audio"
],
"budget": 1.21
} | [
{
"action": "generalize_dob",
"priority": 5.6293,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.5183,
"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",
"audit_log_purge"
],
"injected_deps": [
"redact_image_face",
"strip_audio_voice",
"mask_direct_id",
"federated_noise"
],
"topo_order": [
"generalize_dob",
"suppress_geo",
"redact_image_f... | 0 | 0.84 | plan_ready |
P-005736 | {
"risk_score": 0.179,
"retok_prob": 0.6982,
"active_modalities": [
"ehr"
],
"budget": 1.33
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.179 | 0 | below_threshold |
P-005737 | {
"risk_score": 0.1644,
"retok_prob": 0.2111,
"active_modalities": [
"text"
],
"budget": 1.46
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1644 | 0 | below_threshold |
P-005738 | {
"risk_score": 0.4822,
"retok_prob": 0.5524,
"active_modalities": [
"image",
"ehr",
"audio"
],
"budget": 1.19
} | [
{
"action": "mask_direct_id",
"priority": 8.589,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 4.908,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.0675,
"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": 8.589,
"generalize_dob": 4.908,
"suppress_geo": 3.0675
}
} | 0 | 0.12 | plan_ready |
P-005739 | {
"risk_score": 0.5957,
"retok_prob": 0.6545,
"active_modalities": [
"text"
],
"budget": 1
} | [
{
"action": "mask_direct_id",
"priority": 12.3729,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 7.0702,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 4.4619,
"cost": ... | {
"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": 12.3729,
"generalize_dob": 7.0702,
"retokenize_text": 4.46... | 0.0157 | 0.17 | plan_ready |
P-005740 | {
"risk_score": 0.7227,
"retok_prob": 0.3842,
"active_modalities": [
"text"
],
"budget": 1.2
} | [
{
"action": "mask_direct_id",
"priority": 10.7029,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.1159,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.8225,
"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": 10.7029,
"generalize_dob": 6.1159,
"suppress_geo": 3.8225
}
} | 0.1527 | 0.12 | plan_ready |
P-005741 | {
"risk_score": 0.6482,
"retok_prob": 0.0583,
"active_modalities": [
"text",
"ehr"
],
"budget": 0.66
} | [
{
"action": "mask_direct_id",
"priority": 10.1136,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 7.7441,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.8401,
"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": 10.1136,
"generalize_dob": 7.7440999999999995,
"suppress_geo": 4... | 0.0782 | 0.12 | plan_ready |
P-005742 | {
"risk_score": 0.5848,
"retok_prob": 0.3734,
"active_modalities": [
"text"
],
"budget": 1.42
} | [
{
"action": "mask_direct_id",
"priority": 9.5698,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 5.4684,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.4178,
"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": 9.5698,
"generalize_dob": 5.4684,
"suppress_geo": 3.4178
}
} | 0.0148 | 0.12 | plan_ready |
P-005743 | {
"risk_score": 0.7091,
"retok_prob": 0.6327,
"active_modalities": [
"audio",
"image",
"text",
"ehr"
],
"budget": 1.05
} | [
{
"action": "mask_direct_id",
"priority": 10.705,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.0566,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 4.3742,
"cost": 0... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"retokenize_text"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"retokenize_text"
],
"score_breakdown": {
"mask_direct_id": 10.705,
"generalize_dob": 6.0566,
"retokenize_text": 4.374... | 0.1291 | 0.17 | plan_ready |
P-005744 | {
"risk_score": 0.78,
"retok_prob": 0.5936,
"active_modalities": [
"image",
"text"
],
"budget": 1.12
} | [
{
"action": "mask_direct_id",
"priority": 11.1246,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.3569,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 4.5911,
"cost": ... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"retokenize_text",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"retokenize_text",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 11.1246,
"generalize_d... | 0.1 | 0.21 | plan_ready |
P-005745 | {
"risk_score": 0.593,
"retok_prob": 0.6555,
"active_modalities": [
"image"
],
"budget": 0.65
} | [
{
"action": "mask_direct_id",
"priority": 9.739,
"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": 2.4347,
"cost": 0... | {
"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": 9.739,
"redact_image_face": 0.01,
"redact_image_... | 0 | 0.25 | plan_ready |
P-005746 | {
"risk_score": 0.5458,
"retok_prob": 0.0752,
"active_modalities": [
"image",
"text"
],
"budget": 0.64
} | [
{
"action": "mask_direct_id",
"priority": 9.213,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 5.2646,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.2904,
"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": 9.213,
"generalize_dob": 5.2646,
"suppress_geo": 3.2904
}
} | 0 | 0.12 | plan_ready |
P-005747 | {
"risk_score": 0.8235,
"retok_prob": 0.2127,
"active_modalities": [
"ehr",
"audio"
],
"budget": 1.34
} | [
{
"action": "generalize_dob",
"priority": 6.5307,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.0817,
"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",
"strip_audio_voice"
],
"injected_deps": [
"redact_image_face",
"mask_direct_id",
"federated_noise"
],
"topo_order": [
"generalize_dob",
"suppress_geo... | 0 | 0.9 | plan_ready |
P-005748 | {
"risk_score": 0.4017,
"retok_prob": 0.387,
"active_modalities": [
"ehr",
"image",
"text",
"audio"
],
"budget": 1.01
} | [
{
"action": "mask_direct_id",
"priority": 9.3292,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 4.4058,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.7536,
"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": 9.3292,
"generalize_dob": 4.4058,
"suppress_geo": 2.7536
}
} | 0 | 0.12 | plan_ready |
P-005749 | {
"risk_score": 0.3308,
"retok_prob": 0.8627,
"active_modalities": [
"ehr",
"text"
],
"budget": 0.75
} | [
{
"action": "mask_direct_id",
"priority": 6.8325,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 5.0365,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.1478,
"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": 6.8325,
"generalize_dob": 5.0365,
"suppress_geo": 3.1478
}
} | 0 | 0.12 | plan_ready |
P-005750 | {
"risk_score": 0.2109,
"retok_prob": 0.6094,
"active_modalities": [
"ehr"
],
"budget": 1.43
} | [
{
"action": "generalize_dob",
"priority": 2.8801,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 1.8001,
"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-005751 | {
"risk_score": 0.4046,
"retok_prob": 0.4076,
"active_modalities": [
"ehr",
"image",
"text"
],
"budget": 0.47
} | [
{
"action": "mask_direct_id",
"priority": 10.2217,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 5.841,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.6506,
"cost": 0.04... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 10.2217,
"generalize_dob": 5.841,
"suppress_geo": 3.6506
}
} | 0 | 0.12 | plan_ready |
P-005752 | {
"risk_score": 0.8971,
"retok_prob": 0.1091,
"active_modalities": [
"audio",
"image",
"ehr"
],
"budget": 0.4
} | [
{
"action": "mask_direct_id",
"priority": 11.9148,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.8084,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.2553,
"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-005753 | {
"risk_score": 0.2053,
"retok_prob": 0.8401,
"active_modalities": [
"text",
"image",
"ehr"
],
"budget": 1.08
} | [
{
"action": "mask_direct_id",
"priority": 4.9442,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 2.8252,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 2.0405,
"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": 4.9442,
"generalize_dob": 2.8252,
"retokenize_text": 2.040... | 0 | 0.17 | plan_ready |
P-005754 | {
"risk_score": 0.8276,
"retok_prob": 0.9366,
"active_modalities": [
"text",
"audio",
"ehr"
],
"budget": 0.44
} | [
{
"action": "mask_direct_id",
"priority": 11.4566,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.5467,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 4.7281,
"cost": ... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"retokenize_text",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"retokenize_text",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 11.4566,
"generalize_d... | 0.1476 | 0.21 | plan_ready |
P-005755 | {
"risk_score": 0.0565,
"retok_prob": 0.3329,
"active_modalities": [
"text",
"image"
],
"budget": 0.77
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0565 | 0 | below_threshold |
P-005756 | {
"risk_score": 0.7934,
"retok_prob": 0.0054,
"active_modalities": [
"image",
"ehr",
"audio",
"text"
],
"budget": 0.74
} | [
{
"action": "mask_direct_id",
"priority": 11.2197,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.4113,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.007,
"cost": 0.04... | {
"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-005757 | {
"risk_score": 0.2648,
"retok_prob": 0.2268,
"active_modalities": [
"image"
],
"budget": 0.46
} | [
{
"action": "mask_direct_id",
"priority": 5.903,
"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": 1.4758,
"cost": 0... | {
"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": 5.9030000000000005,
"redact_image_face": 0.01,
"... | 0 | 0.25 | plan_ready |
P-005758 | {
"risk_score": 0.4326,
"retok_prob": 0.9959,
"active_modalities": [
"audio",
"text",
"ehr"
],
"budget": 1.02
} | [
{
"action": "mask_direct_id",
"priority": 8.0606,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 4.6061,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 3.3266,
"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": 8.0606,
"generalize_dob": 4.6061,
"retokenize_text": 3.326... | 0 | 0.17 | plan_ready |
P-005759 | {
"risk_score": 0.4403,
"retok_prob": 0.1451,
"active_modalities": [
"ehr",
"image",
"text",
"audio"
],
"budget": 0.76
} | [
{
"action": "mask_direct_id",
"priority": 9.53,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 5.4457,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.4036,
"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": 9.53,
"generalize_dob": 5.4457,
"suppress_geo": 3.4036
}
} | 0 | 0.12 | plan_ready |
P-005760 | {
"risk_score": 0.8514,
"retok_prob": 0.5926,
"active_modalities": [
"ehr",
"text",
"image",
"audio"
],
"budget": 0.43
} | [
{
"action": "mask_direct_id",
"priority": 12.5463,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.9038,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 4.8754,
"cost": ... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"retokenize_text",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"retokenize_text",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 12.5463,
"generalize_d... | 0.1714 | 0.21 | plan_ready |
P-005761 | {
"risk_score": 0.7921,
"retok_prob": 0.3229,
"active_modalities": [
"image"
],
"budget": 1.22
} | [
{
"action": "mask_direct_id",
"priority": 11.2105,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "redact_image_face",
"priority": 2.6692,
"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "redact_image_tag",
"priority": 2.8026,
"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": 11.2105,
"redact_image_face": 2.6692,
"redact_imag... | 0.1021 | 0.25 | plan_ready |
P-005762 | {
"risk_score": 0.237,
"retok_prob": 0.1922,
"active_modalities": [
"text",
"image",
"ehr"
],
"budget": 0.72
} | [
{
"action": "mask_direct_id",
"priority": 7.1127,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 3.8143,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.3839,
"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": 7.1127,
"generalize_dob": 3.8143000000000002,
"suppress_geo": 2.... | 0 | 0.12 | plan_ready |
P-005763 | {
"risk_score": 0.8329,
"retok_prob": 0.0649,
"active_modalities": [
"ehr",
"text",
"audio",
"image"
],
"budget": 0.99
} | [
{
"action": "mask_direct_id",
"priority": 13.7912,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 7.8807,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.9254,
"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-005764 | {
"risk_score": 0.3955,
"retok_prob": 0.3051,
"active_modalities": [
"image",
"audio",
"ehr",
"text"
],
"budget": 1.31
} | [
{
"action": "mask_direct_id",
"priority": 7.6376,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 4.3643,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.7277,
"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": 7.6376,
"generalize_dob": 4.3643,
"suppress_geo": 2.7277
}
} | 0 | 0.12 | plan_ready |
P-005765 | {
"risk_score": 0.9069,
"retok_prob": 0.502,
"active_modalities": [
"audio",
"text",
"image",
"ehr"
],
"budget": 1.01
} | [
{
"action": "mask_direct_id",
"priority": 12.4561,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 7.1178,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.4486,
"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-005766 | {
"risk_score": 0.6413,
"retok_prob": 0.0359,
"active_modalities": [
"image",
"ehr",
"text"
],
"budget": 1.22
} | [
{
"action": "mask_direct_id",
"priority": 11.9671,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.8384,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.274,
"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": 11.9671,
"generalize_dob": 6.8384,
"suppress_geo": 4.274
}
} | 0.0713 | 0.12 | plan_ready |
P-005767 | {
"risk_score": 0.5694,
"retok_prob": 0.8322,
"active_modalities": [
"image",
"text",
"ehr",
"audio"
],
"budget": 0.89
} | [
{
"action": "mask_direct_id",
"priority": 11.6002,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 5.982,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 4.0733,
"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": 11.600200000000001,
"generalize_dob": 5.982,
"retokenize_t... | 0 | 0.17 | plan_ready |
P-005768 | {
"risk_score": 0.3443,
"retok_prob": 0.4638,
"active_modalities": [
"image",
"audio"
],
"budget": 1.27
} | [
{
"action": "mask_direct_id",
"priority": 6.728,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "strip_audio_voice",
"priority": 0.01,
"cost": 0.... | {
"selected_actions": [
"mask_direct_id",
"cross_modal_unlink"
],
"injected_deps": [
"redact_image_face",
"strip_audio_voice"
],
"topo_order": [
"mask_direct_id",
"redact_image_face",
"strip_audio_voice",
"cross_modal_unlink"
],
"score_breakdown": {
"mask_direct_id": 6.... | 0 | 0.5 | plan_ready |
P-005769 | {
"risk_score": 0.4485,
"retok_prob": 0.5062,
"active_modalities": [
"text",
"image",
"audio",
"ehr"
],
"budget": 0.55
} | [
{
"action": "mask_direct_id",
"priority": 10.7871,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.164,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.8525,
"cost": 0.04... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 10.7871,
"generalize_dob": 6.164,
"suppress_geo": 3.8525
}
} | 0 | 0.12 | plan_ready |
P-005770 | {
"risk_score": 0.0942,
"retok_prob": 0.4282,
"active_modalities": [
"audio",
"image",
"ehr"
],
"budget": 0.47
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0942 | 0 | below_threshold |
P-005771 | {
"risk_score": 0.1481,
"retok_prob": 0.9992,
"active_modalities": [
"text",
"image",
"ehr"
],
"budget": 0.49
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1481 | 0 | below_threshold |
P-005772 | {
"risk_score": 0.1738,
"retok_prob": 0.7494,
"active_modalities": [
"text",
"ehr",
"audio",
"image"
],
"budget": 1.14
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1738 | 0 | below_threshold |
P-005773 | {
"risk_score": 0.7206,
"retok_prob": 0.7534,
"active_modalities": [
"ehr"
],
"budget": 1.46
} | [
{
"action": "generalize_dob",
"priority": 6.1068,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.8168,
"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-005774 | {
"risk_score": 0.8105,
"retok_prob": 0.5897,
"active_modalities": [
"text",
"audio",
"image"
],
"budget": 1.35
} | [
{
"action": "mask_direct_id",
"priority": 11.3392,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.4795,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 4.6797,
"cost": ... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"retokenize_text",
"suppress_geo"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"retokenize_text",
"suppress_geo"
],
"score_breakdown": {
"mask_direct_id": 11.3392,
"generalize_d... | 0.1305 | 0.21 | plan_ready |
P-005775 | {
"risk_score": 0.5867,
"retok_prob": 0.2511,
"active_modalities": [
"ehr"
],
"budget": 0.5
} | [
{
"action": "generalize_dob",
"priority": 5.4781,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.4238,
"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-005776 | {
"risk_score": 0.8511,
"retok_prob": 0.4134,
"active_modalities": [
"audio",
"ehr",
"text"
],
"budget": 0.84
} | [
{
"action": "mask_direct_id",
"priority": 11.6149,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.6371,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.1482,
"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-005777 | {
"risk_score": 0.3202,
"retok_prob": 0.8748,
"active_modalities": [
"audio",
"text",
"image",
"ehr"
],
"budget": 1.29
} | [
{
"action": "mask_direct_id",
"priority": 6.6913,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 3.8236,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 2.5512,
"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": 6.6913,
"generalize_dob": 3.8236,
"retokenize_text": 2.551... | 0 | 0.17 | plan_ready |
P-005778 | {
"risk_score": 0.1371,
"retok_prob": 0.0129,
"active_modalities": [
"ehr",
"text",
"image"
],
"budget": 0.8
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1371 | 0 | below_threshold |
P-005779 | {
"risk_score": 0.5622,
"retok_prob": 0.4654,
"active_modalities": [
"text",
"ehr",
"audio",
"image"
],
"budget": 0.97
} | [
{
"action": "mask_direct_id",
"priority": 13.6733,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 5.3516,
"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": 13.6733,
... | 0 | 0.28 | plan_ready |
P-005780 | {
"risk_score": 0.5568,
"retok_prob": 0.4147,
"active_modalities": [
"image",
"ehr",
"audio",
"text"
],
"budget": 0.85
} | [
{
"action": "mask_direct_id",
"priority": 10.5265,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.0151,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.7595,
"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": 10.5265,
"generalize_dob": 6.0151,
"suppress_geo": 3.7595
}
} | 0 | 0.12 | plan_ready |
P-005781 | {
"risk_score": 0.2689,
"retok_prob": 0.7719,
"active_modalities": [
"audio",
"text",
"ehr"
],
"budget": 1.21
} | [
{
"action": "mask_direct_id",
"priority": 5.9645,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 4.6012,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.8757,
"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": 5.9645,
"generalize_dob": 4.6012,
"suppress_geo": 2.8757
}
} | 0 | 0.12 | plan_ready |
P-005782 | {
"risk_score": 0.7077,
"retok_prob": 0.4496,
"active_modalities": [
"image",
"text",
"ehr"
],
"budget": 1.27
} | [
{
"action": "mask_direct_id",
"priority": 15.247,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 8.7126,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 5.4453,
"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": 15.247,
"generalize_dob": 8.7126,
"suppress_geo": 5.4453
}
} | 0.1377 | 0.12 | plan_ready |
P-005783 | {
"risk_score": 0.5721,
"retok_prob": 0.2486,
"active_modalities": [
"ehr"
],
"budget": 0.5
} | [
{
"action": "generalize_dob",
"priority": 5.7274,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.5796,
"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-005784 | {
"risk_score": 0.707,
"retok_prob": 0.1178,
"active_modalities": [
"audio",
"text",
"ehr",
"image"
],
"budget": 0.93
} | [
{
"action": "mask_direct_id",
"priority": 10.5828,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 8.4057,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 5.2536,
"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": 10.5828,
"generalize_dob": 8.4057,
"suppress_geo": 5.2536
}
} | 0.137 | 0.12 | plan_ready |
P-005785 | {
"risk_score": 0.0577,
"retok_prob": 0.475,
"active_modalities": [
"ehr",
"audio",
"image",
"text"
],
"budget": 0.99
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0577 | 0 | below_threshold |
P-005786 | {
"risk_score": 0.7567,
"retok_prob": 0.3392,
"active_modalities": [
"audio"
],
"budget": 0.75
} | [
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "strip_audio_voice",
"priority": 2.5544,
"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-005787 | {
"risk_score": 0.19,
"retok_prob": 0.4799,
"active_modalities": [
"image",
"audio",
"text"
],
"budget": 0.68
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.19 | 0 | below_threshold |
P-005788 | {
"risk_score": 0.7856,
"retok_prob": 0.7554,
"active_modalities": [
"ehr",
"audio",
"image"
],
"budget": 1.19
} | [
{
"action": "mask_direct_id",
"priority": 11.1645,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.3797,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 3.9873,
"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-005789 | {
"risk_score": 0.205,
"retok_prob": 0.7992,
"active_modalities": [
"image"
],
"budget": 0.63
} | [
{
"action": "mask_direct_id",
"priority": 4.939,
"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": 1.2347,
"cost": 0... | {
"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": 4.939,
"redact_image_face": 0.01,
"redact_image_... | 0 | 0.25 | plan_ready |
P-005790 | {
"risk_score": 0.2809,
"retok_prob": 0.2013,
"active_modalities": [
"audio",
"image",
"ehr",
"text"
],
"budget": 0.72
} | [
{
"action": "mask_direct_id",
"priority": 8.7822,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 3.8603,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 2.4127,
"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": 8.7822,
"generalize_dob": 3.8603,
"suppress_geo": 2.4127
}
} | 0 | 0.12 | plan_ready |
P-005791 | {
"risk_score": 0.2225,
"retok_prob": 0.9127,
"active_modalities": [
"image",
"audio",
"ehr"
],
"budget": 0.9
} | [
{
"action": "mask_direct_id",
"priority": 5.2351,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 2.6026,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 1.6266,
"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": 5.2351,
"generalize_dob": 2.6026,
"suppress_geo": 1.6266
}
} | 0 | 0.12 | plan_ready |
P-005792 | {
"risk_score": 0.5146,
"retok_prob": 0.9768,
"active_modalities": [
"image",
"audio",
"ehr",
"text"
],
"budget": 1.29
} | [
{
"action": "mask_direct_id",
"priority": 8.9138,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 5.0936,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 3.6787,
"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": 8.9138,
"generalize_dob": 5.0936,
"retokenize_text": 3.678... | 0 | 0.17 | plan_ready |
P-005793 | {
"risk_score": 0.4809,
"retok_prob": 0.0501,
"active_modalities": [
"text",
"ehr",
"audio"
],
"budget": 0.52
} | [
{
"action": "mask_direct_id",
"priority": 8.5757,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.8115,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.2572,
"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": 8.5757,
"generalize_dob": 6.8115,
"suppress_geo": 4.2572
}
} | 0 | 0.12 | plan_ready |
P-005794 | {
"risk_score": 0.7267,
"retok_prob": 0.6036,
"active_modalities": [
"text",
"audio",
"ehr"
],
"budget": 1.34
} | [
{
"action": "mask_direct_id",
"priority": 10.7332,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 6.1332,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "retokenize_text",
"priority": 4.4296,
"cost": ... | {
"selected_actions": [
"mask_direct_id",
"generalize_dob",
"retokenize_text"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"retokenize_text"
],
"score_breakdown": {
"mask_direct_id": 10.7332,
"generalize_dob": 6.1332,
"retokenize_text": 4.42... | 0.1467 | 0.17 | plan_ready |
P-005795 | {
"risk_score": 0.7852,
"retok_prob": 0.2092,
"active_modalities": [
"image",
"audio",
"ehr",
"text"
],
"budget": 1.09
} | [
{
"action": "mask_direct_id",
"priority": 15.2915,
"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-005796 | {
"risk_score": 0.0877,
"retok_prob": 0.0336,
"active_modalities": [
"text"
],
"budget": 1.07
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0877 | 0 | below_threshold |
P-005797 | {
"risk_score": 0.0911,
"retok_prob": 0.8759,
"active_modalities": [
"image",
"text"
],
"budget": 0.43
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0911 | 0 | below_threshold |
P-005798 | {
"risk_score": 0.9658,
"retok_prob": 0.1516,
"active_modalities": [
"audio",
"image"
],
"budget": 1.44
} | [
{
"action": "mask_direct_id",
"priority": 12.3399,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "redact_image_face",
"priority": 2.9381,
"cost": 0.12,
"risk_delta": 0.2,
"deps": []
},
{
"action": "redact_image_tag",
"priority": 3.085,
"cost"... | {
"selected_actions": [
"mask_direct_id",
"redact_image_tag",
"redact_image_face",
"cross_modal_unlink"
],
"injected_deps": [
"strip_audio_voice"
],
"topo_order": [
"mask_direct_id",
"redact_image_face",
"redact_image_tag",
"strip_audio_voice",
"cross_modal_unlink"
],... | 0 | 0.58 | plan_ready |
P-005799 | {
"risk_score": 0.5472,
"retok_prob": 0.3971,
"active_modalities": [
"text",
"image",
"audio"
],
"budget": 0.99
} | [
{
"action": "mask_direct_id",
"priority": 13.3779,
"cost": 0.05,
"risk_delta": 0.35,
"deps": []
},
{
"action": "generalize_dob",
"priority": 7.6445,
"cost": 0.03,
"risk_delta": 0.12,
"deps": []
},
{
"action": "suppress_geo",
"priority": 4.7778,
"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": 13.3779,
"generalize_dob": 7.6445,
"suppress_geo": 4.7778
}
} | 0 | 0.12 | plan_ready |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.