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-000200 | {
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"retok_prob": 0.9162,
"active_modalities": [
"audio",
"image",
"ehr"
],
"budget": 0.5
} | [
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{
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},
{
"action": "suppress_geo",
"priority": 5.2363,
"cost": 0.0... | {
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"suppress_geo",
"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-000201 | {
"risk_score": 0.2834,
"retok_prob": 0.5631,
"active_modalities": [
"text",
"ehr",
"image"
],
"budget": 1.03
} | [
{
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{
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},
{
"action": "suppress_geo",
"priority": 3.1992,
"cost": 0.04... | {
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],
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],
"score_breakdown": {
"mask_direct_id": 6.1777,
"generalize_dob": 5.1187,
"suppress_geo": 3.1992
}
} | 0 | 0.12 | plan_ready |
P-000202 | {
"risk_score": 0.1171,
"retok_prob": 0.3567,
"active_modalities": [
"audio",
"ehr"
],
"budget": 1.35
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.1171 | 0 | below_threshold |
P-000203 | {
"risk_score": 0.324,
"retok_prob": 0.1077,
"active_modalities": [
"ehr",
"audio",
"text",
"image"
],
"budget": 0.42
} | [
{
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"cost": 0.05,
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},
{
"action": "generalize_dob",
"priority": 3.8527,
"cost": 0.03,
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"deps": []
},
{
"action": "suppress_geo",
"priority": 2.4079,
"cost": 0.04... | {
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],
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],
"score_breakdown": {
"mask_direct_id": 6.7422,
"generalize_dob": 3.8527,
"suppress_geo": 2.4079
}
} | 0 | 0.12 | plan_ready |
P-000204 | {
"risk_score": 0.0783,
"retok_prob": 0.0965,
"active_modalities": [
"audio",
"text"
],
"budget": 1.32
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0783 | 0 | below_threshold |
P-000205 | {
"risk_score": 0.2741,
"retok_prob": 0.4442,
"active_modalities": [
"text",
"audio",
"ehr"
],
"budget": 0.45
} | [
{
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},
{
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},
{
"action": "suppress_geo",
"priority": 2.4814,
"cost": 0.04,... | {
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],
"score_breakdown": {
"mask_direct_id": 6.948,
"generalize_dob": 3.9703,
"suppress_geo": 2.4814
}
} | 0 | 0.12 | plan_ready |
P-000206 | {
"risk_score": 0.4313,
"retok_prob": 0.137,
"active_modalities": [
"image",
"text"
],
"budget": 1.14
} | [
{
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},
{
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},
{
"action": "suppress_geo",
"priority": 4.1955,
"cost": 0.0... | {
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],
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],
"score_breakdown": {
"mask_direct_id": 11.7475,
"generalize_dob": 6.7129,
"suppress_geo": 4.1955
}
} | 0 | 0.12 | plan_ready |
P-000207 | {
"risk_score": 0.0674,
"retok_prob": 0.635,
"active_modalities": [
"text",
"image",
"ehr",
"audio"
],
"budget": 0.77
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0674 | 0 | below_threshold |
P-000208 | {
"risk_score": 0.908,
"retok_prob": 0.815,
"active_modalities": [
"audio"
],
"budget": 0.97
} | [
{
"action": "redact_image_face",
"priority": 0.01,
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"risk_delta": 0.2,
"deps": []
},
{
"action": "strip_audio_voice",
"priority": 2.0544,
"cost": 0.15,
"risk_delta": 0.18,
"deps": []
},
{
"action": "mask_direct_id",
"priority": 0.01,
"cost": 0... | {
"selected_actions": [
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"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-000209 | {
"risk_score": 0.9283,
"retok_prob": 0.2493,
"active_modalities": [
"text",
"image",
"ehr",
"audio"
],
"budget": 0.48
} | [
{
"action": "mask_direct_id",
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},
{
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"deps": []
},
{
"action": "suppress_geo",
"priority": 4.3254,
"cost": 0.04... | {
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"generalize_dob",
"suppress_geo",
"redact_image_tag",
"redact_image_face"
],
"injected_deps": [],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"suppress_geo",
"redact_image_face",
"redact_image_tag"
],
"score_breakdown"... | 0.0183 | 0.32 | plan_ready |
P-000210 | {
"risk_score": 0.78,
"retok_prob": 0.9369,
"active_modalities": [
"text"
],
"budget": 0.44
} | [
{
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},
{
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},
{
"action": "retokenize_text",
"priority": 4.5911,
"cost": ... | {
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"retokenize_text",
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],
"score_breakdown": {
"mask_direct_id": 11.1246,
"generalize_d... | 0.1 | 0.21 | plan_ready |
P-000211 | {
"risk_score": 0.2998,
"retok_prob": 0.6784,
"active_modalities": [
"text",
"audio",
"ehr"
],
"budget": 0.68
} | [
{
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{
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},
{
"action": "retokenize_text",
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"cost": 0... | {
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"score_breakdown": {
"mask_direct_id": 6.4112,
"generalize_dob": 3.6636,
"retokenize_text": 2.645... | 0 | 0.17 | plan_ready |
P-000212 | {
"risk_score": 0.3203,
"retok_prob": 0.3054,
"active_modalities": [
"text",
"ehr"
],
"budget": 1.05
} | [
{
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{
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},
{
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"cost": 0.04... | {
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"suppress_geo": 2.3902
}
} | 0 | 0.12 | plan_ready |
P-000213 | {
"risk_score": 0.3023,
"retok_prob": 0.4664,
"active_modalities": [
"ehr",
"text"
],
"budget": 0.96
} | [
{
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},
{
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},
{
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"priority": 2.3022,
"cost": 0.04... | {
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],
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"mask_direct_id": 6.4462,
"generalize_dob": 3.6835,
"suppress_geo": 2.3022
}
} | 0 | 0.12 | plan_ready |
P-000214 | {
"risk_score": 0.5927,
"retok_prob": 0.2741,
"active_modalities": [
"audio"
],
"budget": 1.32
} | [
{
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},
{
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"cost": 0.15,
"risk_delta": 0.18,
"deps": []
},
{
"action": "mask_direct_id",
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"cost": 0... | {
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],
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"mask_direct_id",
"federated_noise"
],
"topo_order": [
"redact_image_face",
"strip_audio_voice",
"mask_direct_id",
"cross_modal_unlink",
"... | 0 | 0.77 | plan_ready |
P-000215 | {
"risk_score": 0.586,
"retok_prob": 0.6504,
"active_modalities": [
"audio",
"image"
],
"budget": 1.38
} | [
{
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},
{
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"risk_delta": 0.2,
"deps": []
},
{
"action": "strip_audio_voice",
"priority": 0.01,
"cost": 0... | {
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],
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],
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"redact_image_face",
"strip_audio_voice",
"cross_modal_unlink"
],
"score_breakdown": {
"mask_direct_id": 9.... | 0 | 0.5 | plan_ready |
P-000216 | {
"risk_score": 0.0791,
"retok_prob": 0.3337,
"active_modalities": [
"ehr",
"audio"
],
"budget": 0.84
} | [] | {
"selected_actions": [],
"injected_deps": [],
"topo_order": []
} | 0.0791 | 0 | below_threshold |
P-000217 | {
"risk_score": 0.3545,
"retok_prob": 0.3255,
"active_modalities": [
"audio",
"text",
"image"
],
"budget": 0.46
} | [
{
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},
{
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"deps": []
},
{
"action": "suppress_geo",
"priority": 2.5494,
"cost": 0.04,... | {
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],
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],
"score_breakdown": {
"mask_direct_id": 8.9942,
"generalize_dob": 4.079,
"suppress_geo": 2.5494
}
} | 0 | 0.12 | plan_ready |
P-000218 | {
"risk_score": 0.536,
"retok_prob": 0.8343,
"active_modalities": [
"text",
"audio",
"ehr"
],
"budget": 1.49
} | [
{
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"deps": []
},
{
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"deps": []
},
{
"action": "retokenize_text",
"priority": 3.764,
"cost": 0.... | {
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"retokenize_text"
],
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],
"score_breakdown": {
"mask_direct_id": 9.1204,
"generalize_dob": 5.2117,
"retokenize_text": 3.764... | 0 | 0.17 | plan_ready |
P-000219 | {
"risk_score": 0.6781,
"retok_prob": 0.1403,
"active_modalities": [
"audio",
"ehr"
],
"budget": 0.5
} | [
{
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"deps": []
},
{
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"priority": 3.6986,
"cost": 0.04,
"risk_delta": 0.1,
"deps": []
},
{
"action": "redact_image_face",
"priority": 0.01,
"cost": 0.12... | {
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"injected_deps": [
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],
"topo_order": [
"generalize_dob",
"suppress_geo",
"redact_image_face",
"strip_audio_voice",
"mask_direc... | 0 | 0.57 | plan_ready |
P-000220 | {
"risk_score": 0.9859,
"retok_prob": 0.2687,
"active_modalities": [
"ehr",
"text"
],
"budget": 0.4
} | [
{
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"deps": []
},
{
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"deps": []
},
{
"action": "suppress_geo",
"priority": 4.4498,
"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-000221 | {
"risk_score": 0.518,
"retok_prob": 0.9627,
"active_modalities": [
"ehr",
"image"
],
"budget": 1.36
} | [
{
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},
{
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},
{
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"cost": 0.0... | {
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],
"score_breakdown": {
"mask_direct_id": 10.0207,
"generalize_dob": 5.1126,
"suppress_geo": 3.19540000000... | 0 | 0.12 | plan_ready |
P-000222 | {
"risk_score": 0.4804,
"retok_prob": 0.7231,
"active_modalities": [
"audio",
"image",
"ehr"
],
"budget": 1.11
} | [
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{
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},
{
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"cost": 0.04... | {
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],
"score_breakdown": {
"mask_direct_id": 8.5705,
"generalize_dob": 4.9464,
"suppress_geo": 3.0915
}
} | 0 | 0.12 | plan_ready |
P-000223 | {
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"retok_prob": 0.803,
"active_modalities": [
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"audio",
"text",
"image"
],
"budget": 1.3
} | [
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{
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},
{
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"cost": 0.04... | {
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],
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],
"score_breakdown": {
"mask_direct_id": 9.5749,
"generalize_dob": 7.8618,
"suppress_geo": 4.9136
}
} | 0 | 0.12 | plan_ready |
P-000224 | {
"risk_score": 0.8878,
"retok_prob": 0.9559,
"active_modalities": [
"text"
],
"budget": 0.68
} | [
{
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},
{
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"deps": []
},
{
"action": "retokenize_text",
"priority": 4.8926,
"cost": ... | {
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"suppress_geo",
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],
"injected_deps": [
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"strip_audio_voice"
],
"topo_order": [
"mask_direct_id",
"generalize_dob",
"retokenize_text",
"suppress_geo... | 0 | 0.66 | plan_ready |
P-000225 | {
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P-000269 | {
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P-000270 | {
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P-000275 | {
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P-000276 | {
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P-000277 | {
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P-000278 | {
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P-000279 | {
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P-000280 | {
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} | 0.044 | 0.12 | plan_ready |
P-000281 | {
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} | 0 | 0.12 | plan_ready |
P-000282 | {
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P-000283 | {
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} | 0.1107 | 0.12 | plan_ready |
P-000284 | {
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} | [
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P-000285 | {
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}
} | 0.0765 | 0.12 | plan_ready |
P-000286 | {
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} | 0.0771 | 0.12 | plan_ready |
P-000287 | {
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} | [
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"strip_audio_v... | 0 | 0.57 | plan_ready |
P-000288 | {
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} | [
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"redact_image... | 0 | 0.25 | plan_ready |
P-000289 | {
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P-000290 | {
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],
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} | [
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"mask_direc... | 0 | 0.57 | plan_ready |
P-000291 | {
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} | [
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{
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P-000292 | {
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],
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} | [
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{
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"redact_imag... | 0 | 0.25 | plan_ready |
P-000293 | {
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} | [
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P-000294 | {
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],
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} | [] | {
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} | 0.0759 | 0 | below_threshold |
P-000295 | {
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],
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} | [
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}
} | 0 | 0.12 | plan_ready |
P-000296 | {
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],
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} | [
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}
} | 0 | 0.12 | plan_ready |
P-000297 | {
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} | [
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{
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P-000298 | {
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{
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"score_breakdow... | 0 | 0.32 | plan_ready |
P-000299 | {
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} | [
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{
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"redact_image... | 0 | 0.25 | plan_ready |
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