id stringlengths 21 21 | kind stringclasses 3
values | options listlengths 2 6 | target listlengths 2 6 | state stringlengths 155 226 | question stringclasses 7
values | domain stringclasses 1
value | family stringclasses 1
value | source stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|
v3_ea9a06b0a0f585ee_c | choice | [
"history",
"exam",
"plan",
"consent"
] | [
0.35,
0.01,
0.59,
0.05
] | A progress note uses only abbreviations for the plan; additionally documents a normal exam in detail. Context: for the payor review, following a recent audit. Reported by the on-call engineer. | Missing element for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_6dc2b7d03d4293e0_c | choice | [
"level_1",
"level_2",
"level_3",
"level_4"
] | [
0.15,
0.22,
0.36,
0.27
] | An intake assessment omits the informed-consent discussion; additionally contradicts the nursing notes on timing. Context: for the payor review, while on-call rotation changed. Reported by the supervisor. | Code assignment for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_8b5dbb208b41e1cc_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0.05,
0.38,
0.49,
0.07,
0.01
] | A progress note documents a normal exam in detail; additionally contradicts the nursing notes on timing. Context: for the payor review, during normal operations. Reported by the automated check. | Rate documentation completeness for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_30ea59a00bd2bd7c_c | choice | [
"history",
"exam",
"plan",
"consent"
] | [
0.03,
0,
0.97,
0
] | A procedure note omits medication changes at discharge; additionally uses only abbreviations for the plan. Context: at discharge, immediately after go-live. Reported by the automated check. | Missing element for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_f6ffc4979a77c20b_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0,
0.01,
0.37,
0.61,
0.01
] | A discharge summary omits medication changes at discharge; additionally uses only abbreviations for the plan. Context: at discharge, under reduced staffing. Reported by the automated check. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_7e0e0924c236f738_c | choice | [
"history",
"exam",
"plan",
"consent"
] | [
0.23,
0,
0.76,
0.01
] | A progress note lists allergies prominently; additionally documents a normal exam in detail. Context: for a level-4 visit, under reduced staffing. Reported by the on-call engineer. | Missing element for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_ca98830e060820db_c | choice | [
"level_1",
"level_2",
"level_3",
"level_4"
] | [
0.46,
0.21,
0.16,
0.17
] | A discharge summary lists allergies prominently; additionally includes the required attestation. Context: in the audit sample, while legacy systems are still active. Reported by the review queue. | Code assignment for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_2ea8f331aac48c86_n | noul | [
"false",
"true"
] | [
0.49,
0.51
] | A discharge summary lists allergies prominently; additionally documents a normal exam in detail. Context: for the payor review, while legacy systems are still active. Reported by the monitoring system. | Is this scenario one where: the documentation supports the billed level? | clinical_documentation | medical | yuri_v3 |
v3_fb5c8878a10a3547_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0.02,
0.29,
0.41,
0.27,
0.01
] | A discharge summary omits medication changes at discharge; additionally includes the required attestation. Context: for a level-4 visit, during peak load. Reported by the operator. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_deb1ca48bf829ca3_c | choice | [
"level_1",
"level_2",
"level_3",
"level_4"
] | [
0.18,
0.33,
0.3,
0.19
] | A procedure note documents a normal exam in detail; additionally omits medication changes at discharge. Context: in the audit sample, during peak load. Reported by the supervisor. | Code assignment for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_e987813f252bfcf0_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.01,
0.16,
0.4,
0.38,
0.05,
0
] | An intake assessment documents time-zero and all interventions; additionally uses only abbreviations for the plan. Context: in the audit sample, with a new vendor onboarded. Reported by the review queue. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_e1ae0dcf9c6b817f_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0,
0.01,
0.44,
0.55,
0
] | A discharge summary contradicts the nursing notes on timing; additionally omits medication changes at discharge. Context: at discharge, with a new vendor onboarded. Reported by the on-call engineer. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_289422408d300396_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.27,
0.3,
0.11,
0.16,
0.05,
0.11
] | A progress note documents a normal exam in detail; additionally meets all billing-level requirements. Context: for a level-4 visit, mid-incident. Reported by the automated check. | Rate documentation completeness for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_af2022ee21d18bb1_c | choice | [
"level_1",
"level_2",
"level_3",
"level_4"
] | [
0.32,
0.17,
0.22,
0.29
] | An intake assessment meets all billing-level requirements; additionally codes chest pain but describes an MI workup. Context: at discharge, as part of a compliance sweep. Reported by the operator. | Code assignment for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_1926d58bfd41aff6_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0.01,
0.17,
0.32,
0.49,
0.01
] | An intake assessment omits the informed-consent discussion; additionally documents time-zero and all interventions. Context: in the audit sample, during the holiday freeze. Reported by the supervisor. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_af5188e21a3a1244_n | noul | [
"false",
"true"
] | [
0.16,
0.84
] | A progress note omits the informed-consent discussion; additionally omits medication changes at discharge. Context: for the payor review, during peak load. Reported by the operator. | Is this scenario one where: this needs a query to the provider? | clinical_documentation | medical | yuri_v3 |
v3_1fe2f79a4785758f_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0.02,
0.11,
0.37,
0.48,
0.02
] | A discharge summary codes chest pain but describes an MI workup; additionally meets all billing-level requirements. Context: in the audit sample, during the system migration. Reported by the on-call engineer. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_45f48e75f983c16c_n | noul | [
"false",
"true"
] | [
0.46,
0.54
] | A progress note documents a normal exam in detail; additionally uses only abbreviations for the plan. Context: in the audit sample, while legacy systems are still active. Reported by the operator. | Is this scenario one where: a required element is missing? | clinical_documentation | medical | yuri_v3 |
v3_a3c73fb64aad2c9e_n | noul | [
"false",
"true"
] | [
0.79,
0.21
] | A discharge summary codes chest pain but describes an MI workup; additionally includes the required attestation. Context: in the audit sample, during the holiday freeze. Reported by the monitoring system. | Is this scenario one where: a required element is missing? | clinical_documentation | medical | yuri_v3 |
v3_8d4e68ac4e735f1e_c | choice | [
"history",
"exam",
"plan",
"consent"
] | [
0.42,
0.1,
0.42,
0.06
] | A discharge summary documents a normal exam in detail; additionally contradicts the nursing notes on timing. Context: at discharge, during peak load. Reported by the on-call engineer. | Missing element for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_5efedc0d57bc898a_n | noul | [
"false",
"true"
] | [
0.22,
0.78
] | A progress note omits medication changes at discharge; additionally meets all billing-level requirements. Context: in the audit sample, during an external partner integration. Reported by the supervisor. | Is this scenario one where: this needs a query to the provider? | clinical_documentation | medical | yuri_v3 |
v3_9c28c4fff0a30e60_n | noul | [
"false",
"true"
] | [
0.51,
0.49
] | An intake assessment meets all billing-level requirements; additionally uses only abbreviations for the plan. Context: for a level-4 visit, as part of a compliance sweep. Reported by the supervisor. | Is this scenario one where: a required element is missing? | clinical_documentation | medical | yuri_v3 |
v3_0776c8efd60448ce_n | noul | [
"false",
"true"
] | [
0.24,
0.76
] | A progress note uses only abbreviations for the plan; additionally contradicts the nursing notes on timing. Context: for a level-4 visit, while on-call rotation changed. Reported by the supervisor. | Is this scenario one where: a required element is missing? | clinical_documentation | medical | yuri_v3 |
v3_d87e19b421aec644_c | choice | [
"history",
"exam",
"plan",
"consent"
] | [
0.1,
0.1,
0.44,
0.36
] | An intake assessment meets all billing-level requirements; additionally documents time-zero and all interventions. Context: in the audit sample, during peak load. Reported by the automated check. | Missing element for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_2a9cea2a96e0e9c3_c | choice | [
"history",
"exam",
"plan",
"consent"
] | [
0,
0,
0.02,
0.98
] | An intake assessment omits the informed-consent discussion; additionally omits medication changes at discharge. Context: for the payor review, at the end of the fiscal period. Reported by the on-call engineer. | Missing element for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_b210b32af1cd0600_n | noul | [
"false",
"true"
] | [
0.08,
0.92
] | A progress note uses only abbreviations for the plan; additionally omits medication changes at discharge. Context: in the audit sample, at the end of the fiscal period. Reported by the operator. | Is this scenario one where: a required element is missing? | clinical_documentation | medical | yuri_v3 |
v3_57ffbf744148d8c4_c | choice | [
"history",
"exam",
"plan",
"consent"
] | [
0.37,
0.1,
0.36,
0.17
] | A progress note lists allergies prominently; additionally contradicts the nursing notes on timing. Context: in the audit sample, with a new vendor onboarded. Reported by the automated check. | Missing element for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_2643e454a53d5ad4_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.17,
0.41,
0.25,
0.16,
0.01,
0
] | A procedure note documents a normal exam in detail; additionally lists allergies prominently. Context: for the payor review, while legacy systems are still active. Reported by the operator. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_dbaeee88ba36ba51_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0,
0.01,
0.24,
0.74,
0.01
] | A progress note uses only abbreviations for the plan; additionally omits the informed-consent discussion. Context: for the payor review, with staffing at reduced levels. Reported by the review queue. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_de58c1fa9b224c3d_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0.02,
0.19,
0.68,
0.11,
0
] | A progress note lists allergies prominently; additionally contradicts the nursing notes on timing. Context: for a level-4 visit, during the holiday freeze. Reported by the operator. | Rate documentation completeness for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_692125cff04654c6_c | choice | [
"level_1",
"level_2",
"level_3",
"level_4"
] | [
0.05,
0.14,
0.1,
0.71
] | A discharge summary lists allergies prominently; additionally omits medication changes at discharge. Context: for a level-4 visit, as part of a compliance sweep. Reported by the automated check. | Code assignment for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_d566539955f192e1_n | noul | [
"false",
"true"
] | [
0.37,
0.63
] | A procedure note documents a normal exam in detail; additionally uses only abbreviations for the plan. Context: at discharge, immediately after go-live. Reported by the automated check. | Is this scenario one where: a required element is missing? | clinical_documentation | medical | yuri_v3 |
v3_cb1f55cb2357d2cc_c | choice | [
"history",
"exam",
"plan",
"consent"
] | [
0.54,
0.01,
0.36,
0.09
] | A discharge summary includes the required attestation; additionally documents a normal exam in detail. Context: in the audit sample, with a new vendor onboarded. Reported by the supervisor. | Missing element for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_5faad72f2448c71f_c | choice | [
"level_1",
"level_2",
"level_3",
"level_4"
] | [
0.19,
0.24,
0.31,
0.26
] | A discharge summary contradicts the nursing notes on timing; additionally lists allergies prominently. Context: for the payor review, at the end of the fiscal period. Reported by the monitoring system. | Code assignment for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_024960701b3b250e_n | noul | [
"false",
"true"
] | [
0.05,
0.95
] | An intake assessment omits the informed-consent discussion; additionally omits medication changes at discharge. Context: at discharge, during an external partner integration. Reported by the supervisor. | Is this scenario one where: a required element is missing? | clinical_documentation | medical | yuri_v3 |
v3_ca67add223abff0d_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0,
0.05,
0.63,
0.32,
0
] | A progress note omits the informed-consent discussion; additionally uses only abbreviations for the plan. Context: at discharge, with a new vendor onboarded. Reported by the review queue. | Rate documentation completeness for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_e5a96093af9f573f_c | choice | [
"level_1",
"level_2",
"level_3",
"level_4"
] | [
0.15,
0.21,
0.31,
0.33
] | A progress note codes chest pain but describes an MI workup; additionally uses only abbreviations for the plan. Context: for a level-4 visit, during peak load. Reported by the supervisor. | Code assignment for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_918b6341832cef86_n | noul | [
"false",
"true"
] | [
0.62,
0.38
] | A discharge summary includes the required attestation; additionally uses only abbreviations for the plan. Context: in the audit sample, while on-call rotation changed. Reported by the on-call engineer. | Is this scenario one where: the documentation supports the billed level? | clinical_documentation | medical | yuri_v3 |
v3_e8400a3a5c317263_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0.02,
0.19,
0.3,
0.47,
0.02
] | A procedure note meets all billing-level requirements; additionally omits the informed-consent discussion. Context: at discharge, during an external partner integration. Reported by the operator. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_5027ceab5de1e56d_c | choice | [
"level_1",
"level_2",
"level_3",
"level_4"
] | [
0.09,
0.19,
0.27,
0.45
] | A progress note documents a normal exam in detail; additionally omits the informed-consent discussion. Context: for a level-4 visit, during the morning shift. Reported by the automated check. | Code assignment for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_a34edfd923ead439_n | noul | [
"false",
"true"
] | [
0.6,
0.4
] | An intake assessment contradicts the nursing notes on timing; additionally lists allergies prominently. Context: for the payor review, during a scheduled maintenance window. Reported by the supervisor. | Is this scenario one where: a required element is missing? | clinical_documentation | medical | yuri_v3 |
v3_2af3ce7160c1279b_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0,
0.01,
0.46,
0.53,
0
] | A procedure note omits medication changes at discharge; additionally contradicts the nursing notes on timing. Context: for a level-4 visit, during a scheduled maintenance window. Reported by the automated check. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_c22146e01dfbdb55_n | noul | [
"false",
"true"
] | [
0.1,
0.9
] | A progress note documents a normal exam in detail; additionally omits the informed-consent discussion. Context: for the payor review, at the end of the fiscal period. Reported by the supervisor. | Is this scenario one where: a required element is missing? | clinical_documentation | medical | yuri_v3 |
v3_d98aa6263c781857_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0.02,
0.12,
0.55,
0.3,
0.01
] | An intake assessment includes the required attestation; additionally codes chest pain but describes an MI workup. Context: at discharge, during an external partner integration. Reported by the automated check. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_9026554030323391_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0,
0.01,
0.54,
0.45,
0
] | A progress note omits medication changes at discharge; additionally codes chest pain but describes an MI workup. Context: for the payor review, while on-call rotation changed. Reported by the monitoring system. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_ce7d2ca6edfd7df7_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.24,
0.16,
0.12,
0.2,
0.19,
0.09
] | A procedure note lists allergies prominently; additionally documents time-zero and all interventions. Context: for a level-4 visit, under an active deadline. Reported by the monitoring system. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_b7cde5f6d6d2ff75_n | noul | [
"false",
"true"
] | [
0.43,
0.57
] | A procedure note documents time-zero and all interventions; additionally lists allergies prominently. Context: for a level-4 visit, while on-call rotation changed. Reported by the monitoring system. | Is this scenario one where: the documentation supports the billed level? | clinical_documentation | medical | yuri_v3 |
v3_ca53e2fe552a4918_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0.01,
0.08,
0.61,
0.29,
0.01
] | A procedure note contradicts the nursing notes on timing; additionally lists allergies prominently. Context: at discharge, following a recent audit. Reported by the on-call engineer. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_5b160086885d6b82_c | choice | [
"history",
"exam",
"plan",
"consent"
] | [
0.05,
0,
0.94,
0.01
] | A progress note contradicts the nursing notes on timing; additionally omits medication changes at discharge. Context: for the payor review, while on-call rotation changed. Reported by the supervisor. | Missing element for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_56f0886d7258461b_c | choice | [
"history",
"exam",
"plan",
"consent"
] | [
0.09,
0.37,
0.47,
0.07
] | A progress note includes the required attestation; additionally codes chest pain but describes an MI workup. Context: at discharge, under reduced staffing. Reported by the review queue. | Missing element for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_918b6341832cef86_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.02,
0.33,
0.39,
0.24,
0.02,
0
] | A discharge summary includes the required attestation; additionally uses only abbreviations for the plan. Context: in the audit sample, while on-call rotation changed. Reported by the on-call engineer. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_5faad72f2448c71f_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0.01,
0.1,
0.72,
0.17,
0
] | A discharge summary contradicts the nursing notes on timing; additionally lists allergies prominently. Context: for the payor review, at the end of the fiscal period. Reported by the monitoring system. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_a89675058950fa90_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0,
0.03,
0.55,
0.41,
0.01
] | A progress note codes chest pain but describes an MI workup; additionally omits medication changes at discharge. Context: in the audit sample, shortly after a software update. Reported by the on-call engineer. | Rate documentation completeness for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_55c06fd579f43261_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0,
0.0303,
0.6869,
0.2828,
0
] | A procedure note contradicts the nursing notes on timing; additionally uses only abbreviations for the plan. Context: at discharge, at the end of the fiscal period. Reported by the on-call engineer. | Rate documentation completeness for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_fa632501fa9bf54d_n | noul | [
"false",
"true"
] | [
0.2,
0.8
] | A progress note documents a normal exam in detail; additionally contradicts the nursing notes on timing. Context: for the payor review, during the morning shift. Reported by the supervisor. | Is this scenario one where: this needs a query to the provider? | clinical_documentation | medical | yuri_v3 |
v3_e0029a749ebb2880_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.08,
0.14,
0.21,
0.29,
0.24,
0.04
] | An intake assessment documents time-zero and all interventions; additionally meets all billing-level requirements. Context: for a level-4 visit, under an active deadline. Reported by the supervisor. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_d385ec65a4c1c8fe_n | noul | [
"false",
"true"
] | [
0.14,
0.86
] | A progress note omits the informed-consent discussion; additionally contradicts the nursing notes on timing. Context: in the audit sample, as part of a compliance sweep. Reported by the on-call engineer. | Is this scenario one where: this needs a query to the provider? | clinical_documentation | medical | yuri_v3 |
v3_a1452e9b77f6cdc4_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0,
0,
0.15,
0.8,
0.05
] | A discharge summary codes chest pain but describes an MI workup; additionally contradicts the nursing notes on timing. Context: at discharge, immediately after go-live. Reported by the on-call engineer. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_049047dbd942fbd6_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0,
0.0404,
0.6768,
0.2828,
0
] | A progress note contradicts the nursing notes on timing; additionally documents a normal exam in detail. Context: for the payor review, shortly after a software update. Reported by the operator. | Rate documentation completeness for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_72565574c11d3b07_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.02,
0.04,
0.1,
0.48,
0.33,
0.03
] | An intake assessment codes chest pain but describes an MI workup; additionally uses only abbreviations for the plan. Context: in the audit sample, at the end of the fiscal period. Reported by the on-call engineer. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_9af838d9fc2daf0b_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0,
0.01,
0.25,
0.73,
0.01
] | A discharge summary contradicts the nursing notes on timing; additionally omits the informed-consent discussion. Context: for the payor review, mid-incident. Reported by the automated check. | Rate documentation completeness for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_a0e6f5fd24fd2075_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.19,
0.28,
0.2,
0.23,
0.08,
0.02
] | A procedure note includes the required attestation; additionally meets all billing-level requirements. Context: for the payor review, during an external partner integration. Reported by the on-call engineer. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_78e5e55e1550e28e_c | choice | [
"level_1",
"level_2",
"level_3",
"level_4"
] | [
0.05,
0.07,
0.09,
0.79
] | An intake assessment documents a normal exam in detail; additionally codes chest pain but describes an MI workup. Context: for a level-4 visit, during the morning shift. Reported by the on-call engineer. | Code assignment for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_e29851f10b02f28d_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0.06,
0.67,
0.24,
0.03,
0
] | A procedure note uses only abbreviations for the plan; additionally lists allergies prominently. Context: at discharge, as part of a compliance sweep. Reported by the automated check. | Rate documentation completeness for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_956eded762e0ff24_c | choice | [
"level_1",
"level_2",
"level_3",
"level_4"
] | [
0.08,
0.14,
0.22,
0.56
] | A progress note includes the required attestation; additionally omits medication changes at discharge. Context: for a level-4 visit, immediately after go-live. Reported by the supervisor. | Code assignment for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_48ae939b8a8f53b7_n | noul | [
"false",
"true"
] | [
0.1,
0.9
] | An intake assessment documents time-zero and all interventions; additionally omits the informed-consent discussion. Context: for a level-4 visit, during an external partner integration. Reported by the automated check. | Is this scenario one where: a required element is missing? | clinical_documentation | medical | yuri_v3 |
v3_8d4e68ac4e735f1e_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0,
0.04,
0.65,
0.31,
0
] | A discharge summary documents a normal exam in detail; additionally contradicts the nursing notes on timing. Context: at discharge, during peak load. Reported by the on-call engineer. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_9d552fdabc62bba8_c | choice | [
"history",
"exam",
"plan",
"consent"
] | [
0.04,
0.16,
0.76,
0.04
] | A progress note uses only abbreviations for the plan; additionally codes chest pain but describes an MI workup. Context: for a level-4 visit, under reduced staffing. Reported by the monitoring system. | Missing element for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_10fdc56507a7d565_c | choice | [
"history",
"exam",
"plan",
"consent"
] | [
0.18,
0.28,
0.21,
0.33
] | A progress note includes the required attestation; additionally documents time-zero and all interventions. Context: for a level-4 visit, during a scheduled maintenance window. Reported by the review queue. | Missing element for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_fd68a8d5432b7fee_n | noul | [
"false",
"true"
] | [
0.66,
0.34
] | A procedure note documents time-zero and all interventions; additionally lists allergies prominently. Context: in the audit sample, during the system migration. Reported by the supervisor. | Is this scenario one where: this needs a query to the provider? | clinical_documentation | medical | yuri_v3 |
v3_4e65848798c262a7_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0.04,
0.18,
0.42,
0.34,
0.02
] | An intake assessment codes chest pain but describes an MI workup; additionally documents time-zero and all interventions. Context: for a level-4 visit, with a new vendor onboarded. Reported by the operator. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_bfd41fb683033a31_n | noul | [
"false",
"true"
] | [
0.46,
0.54
] | A progress note codes chest pain but describes an MI workup; additionally documents a normal exam in detail. Context: for the payor review, during the system migration. Reported by the review queue. | Is this scenario one where: a required element is missing? | clinical_documentation | medical | yuri_v3 |
v3_4b75ce5f553c5a69_n | noul | [
"false",
"true"
] | [
0.12,
0.88
] | A procedure note documents a normal exam in detail; additionally omits medication changes at discharge. Context: at discharge, during normal operations. Reported by the supervisor. | Is this scenario one where: a required element is missing? | clinical_documentation | medical | yuri_v3 |
v3_59683f7d9ce7812b_c | choice | [
"history",
"exam",
"plan",
"consent"
] | [
0.09,
0.46,
0.39,
0.06
] | A progress note documents time-zero and all interventions; additionally codes chest pain but describes an MI workup. Context: for a level-4 visit, while legacy systems are still active. Reported by the automated check. | Missing element for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_e4d6c4bdbd186af4_c | choice | [
"history",
"exam",
"plan",
"consent"
] | [
0.01,
0,
0.99,
0
] | A procedure note codes chest pain but describes an MI workup; additionally omits medication changes at discharge. Context: for a level-4 visit, during peak load. Reported by the operator. | Missing element for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_5e4e0bed157914b0_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.33,
0.35,
0.19,
0.09,
0.03,
0.01
] | An intake assessment meets all billing-level requirements; additionally includes the required attestation. Context: in the audit sample, following a recent audit. Reported by the automated check. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_46ca77321d4eeb62_c | choice | [
"history",
"exam",
"plan",
"consent"
] | [
0.1,
0.07,
0.51,
0.32
] | A procedure note documents time-zero and all interventions; additionally contradicts the nursing notes on timing. Context: at discharge, under an active deadline. Reported by the supervisor. | Missing element for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_604b7ae20148294d_c | choice | [
"history",
"exam",
"plan",
"consent"
] | [
0.07,
0.19,
0.57,
0.17
] | A procedure note includes the required attestation; additionally uses only abbreviations for the plan. Context: for a level-4 visit, mid-incident. Reported by the automated check. | Missing element for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_194d1e2426143659_c | choice | [
"level_1",
"level_2",
"level_3",
"level_4"
] | [
0.29,
0.05,
0.11,
0.55
] | A discharge summary documents time-zero and all interventions; additionally meets all billing-level requirements. Context: in the audit sample, while on-call rotation changed. Reported by the operator. | Code assignment for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_0f3b988c70e21fe2_c | choice | [
"history",
"exam",
"plan",
"consent"
] | [
0.25,
0.22,
0.27,
0.26
] | A procedure note contradicts the nursing notes on timing; additionally meets all billing-level requirements. Context: for the payor review, shortly after a software update. Reported by the operator. | Missing element for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_4212407eb30aa38e_n | noul | [
"false",
"true"
] | [
0.42,
0.58
] | A progress note lists allergies prominently; additionally uses only abbreviations for the plan. Context: in the audit sample, during the morning shift. Reported by the review queue. | Is this scenario one where: this needs a query to the provider? | clinical_documentation | medical | yuri_v3 |
v3_1d9f40ca5ec33210_c | choice | [
"history",
"exam",
"plan",
"consent"
] | [
0.22,
0.01,
0.71,
0.06
] | A discharge summary uses only abbreviations for the plan; additionally documents a normal exam in detail. Context: in the audit sample, during the morning shift. Reported by the automated check. | Missing element for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_cad1ded1bfa3d85d_n | noul | [
"false",
"true"
] | [
0.19,
0.81
] | A discharge summary documents a normal exam in detail; additionally codes chest pain but describes an MI workup. Context: for the payor review, while on-call rotation changed. Reported by the review queue. | Is this scenario one where: this needs a query to the provider? | clinical_documentation | medical | yuri_v3 |
v3_154c8909f1fec069_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0.01,
0.2,
0.4,
0.38,
0.01
] | A procedure note omits the informed-consent discussion; additionally includes the required attestation. Context: in the audit sample, mid-incident. Reported by the supervisor. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_7f7aa1b077bd5d0b_n | noul | [
"false",
"true"
] | [
0.42,
0.58
] | A discharge summary uses only abbreviations for the plan; additionally meets all billing-level requirements. Context: in the audit sample, under an active deadline. Reported by the review queue. | Is this scenario one where: the documentation supports the billed level? | clinical_documentation | medical | yuri_v3 |
v3_e463141860406ee4_c | choice | [
"level_1",
"level_2",
"level_3",
"level_4"
] | [
0.03,
0.03,
0.05,
0.89
] | A discharge summary documents time-zero and all interventions; additionally uses only abbreviations for the plan. Context: for a level-4 visit, while on-call rotation changed. Reported by the automated check. | Code assignment for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_1401cfb3f0bff42e_n | noul | [
"false",
"true"
] | [
0.49,
0.51
] | A discharge summary documents a normal exam in detail; additionally lists allergies prominently. Context: for the payor review, immediately after go-live. Reported by the supervisor. | Is this scenario one where: the documentation supports the billed level? | clinical_documentation | medical | yuri_v3 |
v3_4fd2c565baf6ab71_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0.05,
0.57,
0.34,
0.04,
0
] | An intake assessment lists allergies prominently; additionally uses only abbreviations for the plan. Context: for the payor review, immediately after go-live. Reported by the supervisor. | Rate documentation completeness for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_f6572628a492951a_n | noul | [
"false",
"true"
] | [
0.05,
0.95
] | A procedure note omits the informed-consent discussion; additionally omits medication changes at discharge. Context: in the audit sample, following a recent audit. Reported by the on-call engineer. | Is this scenario one where: a required element is missing? | clinical_documentation | medical | yuri_v3 |
v3_f557b6d64c45b969_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0.02,
0.21,
0.59,
0.17,
0.01
] | A procedure note codes chest pain but describes an MI workup; additionally documents a normal exam in detail. Context: for the payor review, during the system migration. Reported by the supervisor. | Rate documentation completeness for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_c1b5cdbd34763051_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0,
0.39,
0.33,
0.27,
0.01
] | A procedure note omits medication changes at discharge; additionally includes the required attestation. Context: in the audit sample, under an active deadline. Reported by the monitoring system. | Rate documentation completeness for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_dac0f60f120dc9e4_c | choice | [
"history",
"exam",
"plan",
"consent"
] | [
0.03,
0,
0.95,
0.02
] | An intake assessment includes the required attestation; additionally omits medication changes at discharge. Context: for a level-4 visit, while legacy systems are still active. Reported by the review queue. | Missing element for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_baa49bf2437a5103_n | noul | [
"false",
"true"
] | [
0.6,
0.4
] | A progress note lists allergies prominently; additionally codes chest pain but describes an MI workup. Context: for a level-4 visit, at the end of the fiscal period. Reported by the monitoring system. | Is this scenario one where: the documentation supports the billed level? | clinical_documentation | medical | yuri_v3 |
v3_e6fb74fe6cdf88d4_c | choice | [
"level_1",
"level_2",
"level_3",
"level_4"
] | [
0.03,
0.04,
0.08,
0.85
] | A discharge summary contradicts the nursing notes on timing; additionally documents time-zero and all interventions. Context: for a level-4 visit, during the system migration. Reported by the on-call engineer. | Code assignment for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_5a704460b02fb3d3_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.01,
0.04,
0.18,
0.43,
0.3,
0.04
] | A progress note lists allergies prominently; additionally contradicts the nursing notes on timing. Context: for a level-4 visit, mid-incident. Reported by the on-call engineer. | Rate audit risk for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_f4720710435859f5_c | choice | [
"level_1",
"level_2",
"level_3",
"level_4"
] | [
0.3333,
0.0404,
0.0707,
0.5556
] | A procedure note meets all billing-level requirements; additionally documents time-zero and all interventions. Context: for the payor review, during the system migration. Reported by the monitoring system. | Code assignment for this scenario. | clinical_documentation | medical | yuri_v3 |
v3_6428a2878002f445_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0.11,
0.41,
0.08,
0.18,
0.07,
0.15
] | An intake assessment meets all billing-level requirements; additionally documents time-zero and all interventions. Context: for the payor review, with staffing at reduced levels. Reported by the monitoring system. | Rate documentation completeness for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_5a6df1342f7e45a9_s | score | [
"0",
"1",
"2",
"3",
"4",
"5"
] | [
0,
0.02,
0.39,
0.55,
0.04,
0
] | A procedure note contradicts the nursing notes on timing; additionally documents time-zero and all interventions. Context: in the audit sample, during the quarterly review. Reported by the operator. | Rate documentation completeness for this scenario on a 0-5 scale. | clinical_documentation | medical | yuri_v3 |
v3_8ccee9b39300cabd_n | noul | [
"false",
"true"
] | [
0.52,
0.48
] | A progress note documents time-zero and all interventions; additionally lists allergies prominently. Context: at discharge, during the system migration. Reported by the review queue. | Is this scenario one where: this needs a query to the provider? | clinical_documentation | medical | yuri_v3 |
v3_c5a666f5b150103c_c | choice | [
"level_1",
"level_2",
"level_3",
"level_4"
] | [
0.1,
0.09,
0.18,
0.63
] | A progress note omits the informed-consent discussion; additionally contradicts the nursing notes on timing. Context: for a level-4 visit, during the holiday freeze. Reported by the supervisor. | Code assignment for this scenario. | clinical_documentation | medical | yuri_v3 |
End of preview. Expand in Data Studio
JEV corpus - clinical_documentation
7,818 typed calibrated decision rows from the jev-distill-corpus-v3 corpus (domain: clinical_documentation).
Each row is one typed decision: kind (noul / choice / score), a state, a question, options, and a target probability distribution over the options.
Part of the per-domain split of SargeDev/jev-distill-corpus-v3 - the full corpus in one repo.
Domains:
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