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v3_4160c5597c75bbda_n
noul
[ "false", "true" ]
[ 0.11, 0.89 ]
An imaging report demonstrates microcytic anemia with low ferritin; additionally has nonspecific findings with an unclear history. Context: in a 30-year-old athlete, during an external partner integration. Reported by the on-call engineer.
Is this scenario one where: further testing is warranted?
diagnostic_reasoning
medical
yuri_v3
v3_31aab297b6d2f791_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.01, 0.12, 0.73, 0.14, 0 ]
A symptom cluster shows a solitary pulmonary nodule stable for 2 years; additionally reveals a 6mm non-calcified nodule. Context: in a 58-year-old smoker, during an external partner integration. Reported by the supervisor.
Rate diagnostic confidence for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_1cbe1c42c8f2b638_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.15, 0.6, 0.25, 0, 0 ]
An imaging report has a negative D-dimer with low Wells score; additionally reveals a 6mm non-calcified nodule. Context: after 3 months of symptoms, during normal operations. Reported by the monitoring system.
Rate diagnostic confidence for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_115770bbe3ca0730_c
choice
[ "hypothyroidism", "subclinical_hypothyroid", "non_thyroid_illness", "lab_artifact" ]
[ 0.14, 0.08, 0.51, 0.27 ]
An imaging report shows mildly elevated LFTs after a new statin; additionally has a normal ECG with classic angina history. Context: in a 30-year-old athlete, during an external partner integration. Reported by the automated check.
Leading diagnosis for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_232634fbd8d0840a_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0.22, 0.07, 0.16, 0.55 ]
A lab panel review shows elevated TSH with low free T4; additionally has a normal ECG with classic angina history. Context: in a 58-year-old smoker, with staffing at reduced levels. Reported by the monitoring system.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_c5353a9ea1612308_c
choice
[ "hypothyroidism", "subclinical_hypothyroid", "non_thyroid_illness", "lab_artifact" ]
[ 0.1, 0.06, 0.5, 0.34 ]
An imaging report has a normal ECG with classic angina history; additionally shows mildly elevated LFTs after a new statin. Context: in a 30-year-old athlete, with a new vendor onboarded. Reported by the operator.
Leading diagnosis for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_0decbec26be701a2_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0.01, 0.2, 0.02, 0.77 ]
A lab panel review has a negative D-dimer with low Wells score; additionally reveals proteinuria on two repeat samples. Context: in a 58-year-old smoker, immediately after go-live. Reported by the monitoring system.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_298dbb343839acd0_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0.06, 0.19, 0.08, 0.67 ]
An imaging report reveals a 6mm non-calcified nodule; additionally shows elevated TSH with low free T4. Context: in a 30-year-old athlete, with staffing at reduced levels. Reported by the on-call engineer.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_1f05d9ef80281dae_n
noul
[ "false", "true" ]
[ 0.43, 0.57 ]
An imaging report demonstrates microcytic anemia with low ferritin; additionally shows elevated TSH with low free T4. Context: in a 30-year-old athlete, mid-incident. Reported by the operator.
Is this scenario one where: this is consistent with the working diagnosis?
diagnostic_reasoning
medical
yuri_v3
v3_a1f462cd0766f4eb_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.01, 0.3, 0.66, 0.03, 0 ]
A symptom cluster has nonspecific findings with an unclear history; additionally has a normal ECG with classic angina history. Context: after 3 months of symptoms, at the end of the fiscal period. Reported by the operator.
Rate diagnostic confidence for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_c3824e5993ca84c4_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.03, 0.06, 0.23, 0.49, 0.18, 0.01 ]
A differential workup has a normal ECG with classic angina history; additionally reveals a 6mm non-calcified nodule. Context: after 3 months of symptoms, with a new vendor onboarded. Reported by the on-call engineer.
Rate urgency of workup for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_b7c69c5e5c8e5855_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.07, 0.59, 0.25, 0.09, 0, 0 ]
A lab panel review has a negative D-dimer with low Wells score; additionally has nonspecific findings with an unclear history. Context: in a 30-year-old athlete, mid-incident. Reported by the automated check.
Rate diagnostic confidence for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_a8ef0d9479c2443c_n
noul
[ "false", "true" ]
[ 0.87, 0.13 ]
An imaging report shows a solitary pulmonary nodule stable for 2 years; additionally has a negative D-dimer with low Wells score. Context: in a 30-year-old athlete, following a recent audit. Reported by the review queue.
Is this scenario one where: an urgent referral is needed?
diagnostic_reasoning
medical
yuri_v3
v3_795296bbe1db8168_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0.02, 0.91, 0.07, 0 ]
A symptom cluster reveals a 6mm non-calcified nodule; additionally reveals proteinuria on two repeat samples. Context: in a 30-year-old athlete, during the morning shift. Reported by the on-call engineer.
Rate diagnostic confidence for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_33c6863978ca1432_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0.04, 0.85, 0.11, 0 ]
A lab panel review reveals a 6mm non-calcified nodule; additionally shows mildly elevated LFTs after a new statin. Context: in a 58-year-old smoker, at the end of the fiscal period. Reported by the automated check.
Rate diagnostic confidence for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_40726bbf838315e6_c
choice
[ "hypothyroidism", "subclinical_hypothyroid", "non_thyroid_illness", "lab_artifact" ]
[ 0.01, 0.02, 0.31, 0.66 ]
A differential workup has a negative D-dimer with low Wells score; additionally shows mildly elevated LFTs after a new statin. Context: in a 58-year-old smoker, shortly after a software update. Reported by the monitoring system.
Leading diagnosis for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_b3b7a17747033ed0_n
noul
[ "false", "true" ]
[ 0.44, 0.56 ]
A symptom cluster has a negative D-dimer with low Wells score; additionally has a normal ECG with classic angina history. Context: with a family history of the same, shortly after a software update. Reported by the monitoring system.
Is this scenario one where: this is consistent with the working diagnosis?
diagnostic_reasoning
medical
yuri_v3
v3_8c36ffb88bd95747_n
noul
[ "false", "true" ]
[ 0.09, 0.91 ]
A symptom cluster shows elevated TSH with low free T4; additionally shows mildly elevated LFTs after a new statin. Context: in a 30-year-old athlete, during the quarterly review. Reported by the monitoring system.
Is this scenario one where: further testing is warranted?
diagnostic_reasoning
medical
yuri_v3
v3_7041188f3162a331_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0.03, 0.64, 0.33, 0 ]
A lab panel review shows elevated TSH with low free T4; additionally has a normal ECG with classic angina history. Context: after 3 months of symptoms, during an external partner integration. Reported by the operator.
Rate diagnostic confidence for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_a60adca89f0f52e3_n
noul
[ "false", "true" ]
[ 0.46, 0.54 ]
A lab panel review combines polyuria, polydipsia, and weight loss; additionally shows mildly elevated LFTs after a new statin. Context: after 3 months of symptoms, following a recent audit. Reported by the on-call engineer.
Is this scenario one where: this is consistent with the working diagnosis?
diagnostic_reasoning
medical
yuri_v3
v3_74ff3c5ef95fcb87_n
noul
[ "false", "true" ]
[ 0.57, 0.43 ]
A lab panel review reveals proteinuria on two repeat samples; additionally shows a solitary pulmonary nodule stable for 2 years. Context: in a 30-year-old athlete, while on-call rotation changed. Reported by the automated check.
Is this scenario one where: this is consistent with the working diagnosis?
diagnostic_reasoning
medical
yuri_v3
v3_584e1c9b85421424_n
noul
[ "false", "true" ]
[ 0.44, 0.56 ]
A symptom cluster has nonspecific findings with an unclear history; additionally has a normal ECG with classic angina history. Context: with a family history of the same, during an external partner integration. Reported by the supervisor.
Is this scenario one where: an urgent referral is needed?
diagnostic_reasoning
medical
yuri_v3
v3_1a4f675cfb9f38b3_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.01, 0, 0.17, 0.74, 0.08, 0 ]
A lab panel review reveals proteinuria on two repeat samples; additionally has nonspecific findings with an unclear history. Context: in a 58-year-old smoker, under an active deadline. Reported by the on-call engineer.
Rate diagnostic confidence for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_f74c777a65a87f3a_n
noul
[ "false", "true" ]
[ 0.54, 0.46 ]
A lab panel review has a negative D-dimer with low Wells score; additionally combines polyuria, polydipsia, and weight loss. Context: after 3 months of symptoms, under an active deadline. Reported by the operator.
Is this scenario one where: an urgent referral is needed?
diagnostic_reasoning
medical
yuri_v3
v3_97a716b3a6396c26_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0.02, 0.18, 0.34, 0.46 ]
A differential workup combines polyuria, polydipsia, and weight loss; additionally reveals a 6mm non-calcified nodule. Context: in a 30-year-old athlete, immediately after go-live. Reported by the monitoring system.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_7b9ed43aeea247f9_c
choice
[ "hypothyroidism", "subclinical_hypothyroid", "non_thyroid_illness", "lab_artifact" ]
[ 0.06, 0.05, 0.47, 0.42 ]
An imaging report reveals a 6mm non-calcified nodule; additionally has a negative D-dimer with low Wells score. Context: in a 30-year-old athlete, under an active deadline. Reported by the on-call engineer.
Leading diagnosis for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_7768a29ad87d73d7_c
choice
[ "hypothyroidism", "subclinical_hypothyroid", "non_thyroid_illness", "lab_artifact" ]
[ 0.03, 0.02, 0.67, 0.28 ]
A symptom cluster has a normal ECG with classic angina history; additionally reveals a 6mm non-calcified nodule. Context: in a 58-year-old smoker, immediately after go-live. Reported by the on-call engineer.
Leading diagnosis for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_529c7dbd169ccfd2_n
noul
[ "false", "true" ]
[ 0.09, 0.91 ]
A symptom cluster reveals proteinuria on two repeat samples; additionally has a negative D-dimer with low Wells score. Context: with a family history of the same, immediately after go-live. Reported by the monitoring system.
Is this scenario one where: further testing is warranted?
diagnostic_reasoning
medical
yuri_v3
v3_5a5a6b8ed85af3ce_n
noul
[ "false", "true" ]
[ 0.72, 0.28 ]
An imaging report reveals proteinuria on two repeat samples; additionally has a negative D-dimer with low Wells score. Context: in a 58-year-old smoker, as part of a compliance sweep. Reported by the review queue.
Is this scenario one where: an urgent referral is needed?
diagnostic_reasoning
medical
yuri_v3
v3_d9f8317df52a9f16_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0, 0.21, 0.06, 0.73 ]
A symptom cluster has nonspecific findings with an unclear history; additionally reveals proteinuria on two repeat samples. Context: with a family history of the same, with staffing at reduced levels. Reported by the monitoring system.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_cf519fe35fbedb93_c
choice
[ "hypothyroidism", "subclinical_hypothyroid", "non_thyroid_illness", "lab_artifact" ]
[ 0.26, 0.11, 0.37, 0.26 ]
A lab panel review reveals proteinuria on two repeat samples; additionally has a normal ECG with classic angina history. Context: with a family history of the same, as part of a compliance sweep. Reported by the supervisor.
Leading diagnosis for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_04170e3c0fe1895d_n
noul
[ "false", "true" ]
[ 0.64, 0.36 ]
A lab panel review has a normal ECG with classic angina history; additionally reveals a 6mm non-calcified nodule. Context: in a 58-year-old smoker, during the morning shift. Reported by the monitoring system.
Is this scenario one where: this is consistent with the working diagnosis?
diagnostic_reasoning
medical
yuri_v3
v3_fcf64bc563c9a62f_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.08, 0.07, 0.15, 0.5, 0.19, 0.01 ]
An imaging report has a normal ECG with classic angina history; additionally shows mildly elevated LFTs after a new statin. Context: in a 58-year-old smoker, shortly after a software update. Reported by the on-call engineer.
Rate urgency of workup for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_0c9f88f5565ce3f7_c
choice
[ "hypothyroidism", "subclinical_hypothyroid", "non_thyroid_illness", "lab_artifact" ]
[ 0.17, 0.04, 0.73, 0.06 ]
A symptom cluster reveals proteinuria on two repeat samples; additionally has a normal ECG with classic angina history. Context: after 3 months of symptoms, during normal operations. Reported by the supervisor.
Leading diagnosis for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_0827c32b335aa46a_n
noul
[ "false", "true" ]
[ 0.79, 0.21 ]
A differential workup shows mildly elevated LFTs after a new statin; additionally has nonspecific findings with an unclear history. Context: after 3 months of symptoms, while on-call rotation changed. Reported by the supervisor.
Is this scenario one where: an urgent referral is needed?
diagnostic_reasoning
medical
yuri_v3
v3_0dfb42d58c8720e5_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0.02, 0.19, 0.1, 0.69 ]
An imaging report has a normal ECG with classic angina history; additionally has nonspecific findings with an unclear history. Context: with a family history of the same, following a recent audit. Reported by the automated check.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_3b10c959926722e9_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.02, 0.22, 0.64, 0.12, 0 ]
A differential workup has a normal ECG with classic angina history; additionally shows elevated TSH with low free T4. Context: with a family history of the same, while on-call rotation changed. Reported by the automated check.
Rate urgency of workup for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_306ab5f553c18416_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.01, 0.03, 0.55, 0.39, 0.02, 0 ]
An imaging report has a negative D-dimer with low Wells score; additionally reveals proteinuria on two repeat samples. Context: after 3 months of symptoms, shortly after a software update. Reported by the operator.
Rate urgency of workup for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_80ace3afade13e62_n
noul
[ "false", "true" ]
[ 0.62, 0.38 ]
A differential workup reveals proteinuria on two repeat samples; additionally has a negative D-dimer with low Wells score. Context: in a 30-year-old athlete, with staffing at reduced levels. Reported by the automated check.
Is this scenario one where: this is consistent with the working diagnosis?
diagnostic_reasoning
medical
yuri_v3
v3_8b8a5af99b053ffb_c
choice
[ "hypothyroidism", "subclinical_hypothyroid", "non_thyroid_illness", "lab_artifact" ]
[ 0.22, 0.04, 0.44, 0.3 ]
A differential workup combines polyuria, polydipsia, and weight loss; additionally demonstrates microcytic anemia with low ferritin. Context: after 3 months of symptoms, at the end of the fiscal period. Reported by the review queue.
Leading diagnosis for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_2bfb84a0699d8e49_n
noul
[ "false", "true" ]
[ 0.17, 0.83 ]
A lab panel review shows mildly elevated LFTs after a new statin; additionally has nonspecific findings with an unclear history. Context: in a 30-year-old athlete, during the morning shift. Reported by the automated check.
Is this scenario one where: further testing is warranted?
diagnostic_reasoning
medical
yuri_v3
v3_63e9806a08474123_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.05, 0.45, 0.46, 0.04, 0 ]
A symptom cluster shows elevated TSH with low free T4; additionally has a negative D-dimer with low Wells score. Context: with a family history of the same, while on-call rotation changed. Reported by the supervisor.
Rate urgency of workup for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_353db60b4ed7b853_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0.02, 0.88, 0.1, 0 ]
A differential workup shows elevated TSH with low free T4; additionally demonstrates microcytic anemia with low ferritin. Context: after 3 months of symptoms, following a recent audit. Reported by the monitoring system.
Rate urgency of workup for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_60384bb23c0255e4_n
noul
[ "false", "true" ]
[ 0.85, 0.15 ]
A lab panel review shows elevated TSH with low free T4; additionally has a negative D-dimer with low Wells score. Context: in a 58-year-old smoker, during a scheduled maintenance window. Reported by the review queue.
Is this scenario one where: an urgent referral is needed?
diagnostic_reasoning
medical
yuri_v3
v3_f602ee786dec49c0_n
noul
[ "false", "true" ]
[ 0.4, 0.6 ]
A symptom cluster reveals proteinuria on two repeat samples; additionally demonstrates microcytic anemia with low ferritin. Context: after 3 months of symptoms, during an external partner integration. Reported by the review queue.
Is this scenario one where: an urgent referral is needed?
diagnostic_reasoning
medical
yuri_v3
v3_f5382fd9a711b8cf_n
noul
[ "false", "true" ]
[ 0.05, 0.95 ]
An imaging report demonstrates microcytic anemia with low ferritin; additionally combines polyuria, polydipsia, and weight loss. Context: in a 58-year-old smoker, during the system migration. Reported by the supervisor.
Is this scenario one where: further testing is warranted?
diagnostic_reasoning
medical
yuri_v3
v3_b8218d6e467dc9b3_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0.01, 0.22, 0.75, 0.02 ]
A symptom cluster shows elevated TSH with low free T4; additionally combines polyuria, polydipsia, and weight loss. Context: after 3 months of symptoms, during peak load. Reported by the operator.
Rate diagnostic confidence for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_1c6ddd77ff1583cd_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0.5, 0.08, 0.02, 0.4 ]
An imaging report has a normal ECG with classic angina history; additionally demonstrates microcytic anemia with low ferritin. Context: in a 30-year-old athlete, mid-incident. Reported by the monitoring system.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_c2cc5122872909b9_c
choice
[ "hypothyroidism", "subclinical_hypothyroid", "non_thyroid_illness", "lab_artifact" ]
[ 0.98, 0, 0.01, 0.01 ]
A symptom cluster shows elevated TSH with low free T4; additionally reveals a 6mm non-calcified nodule. Context: in a 30-year-old athlete, mid-incident. Reported by the operator.
Leading diagnosis for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_5064abd1876aa23c_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0.03, 0.8, 0.04, 0.13 ]
A differential workup shows mildly elevated LFTs after a new statin; additionally has a negative D-dimer with low Wells score. Context: in a 58-year-old smoker, mid-incident. Reported by the on-call engineer.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_3d2e8f69fd19063a_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.04, 0.01, 0.01, 0.23, 0.69, 0.02 ]
An imaging report combines polyuria, polydipsia, and weight loss; additionally has nonspecific findings with an unclear history. Context: in a 58-year-old smoker, during the holiday freeze. Reported by the on-call engineer.
Rate urgency of workup for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_6b800d0f165c8021_n
noul
[ "false", "true" ]
[ 0.74, 0.26 ]
A differential workup shows a solitary pulmonary nodule stable for 2 years; additionally reveals a 6mm non-calcified nodule. Context: in a 30-year-old athlete, during an external partner integration. Reported by the on-call engineer.
Is this scenario one where: an urgent referral is needed?
diagnostic_reasoning
medical
yuri_v3
v3_c044644a9a3fb8e1_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0.01, 0.47, 0.52, 0 ]
A symptom cluster reveals a 6mm non-calcified nodule; additionally demonstrates microcytic anemia with low ferritin. Context: with a family history of the same, during peak load. Reported by the monitoring system.
Rate urgency of workup for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_d61509e7e2a4d0e6_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0.11, 0.06, 0.16, 0.67 ]
An imaging report shows elevated TSH with low free T4; additionally has a normal ECG with classic angina history. Context: with a family history of the same, during peak load. Reported by the monitoring system.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_ac56bec2ce3cc216_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0.38, 0.4, 0.01, 0.21 ]
A differential workup shows mildly elevated LFTs after a new statin; additionally demonstrates microcytic anemia with low ferritin. Context: after 3 months of symptoms, during normal operations. Reported by the automated check.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_27697bdfefb2c7ad_n
noul
[ "false", "true" ]
[ 0.55, 0.45 ]
An imaging report reveals proteinuria on two repeat samples; additionally reveals a 6mm non-calcified nodule. Context: after 3 months of symptoms, while legacy systems are still active. Reported by the review queue.
Is this scenario one where: this is consistent with the working diagnosis?
diagnostic_reasoning
medical
yuri_v3
v3_815798392562f96d_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0.23, 0.13, 0.03, 0.61 ]
A lab panel review combines polyuria, polydipsia, and weight loss; additionally has a negative D-dimer with low Wells score. Context: in a 30-year-old athlete, under an active deadline. Reported by the supervisor.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_29418719726f4ec7_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0.01, 0.13, 0.01, 0.85 ]
An imaging report has a negative D-dimer with low Wells score; additionally reveals proteinuria on two repeat samples. Context: in a 58-year-old smoker, shortly after a software update. Reported by the monitoring system.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_6a4abf20550d8911_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.06, 0.03, 0.06, 0.38, 0.46, 0.01 ]
A symptom cluster shows a solitary pulmonary nodule stable for 2 years; additionally combines polyuria, polydipsia, and weight loss. Context: after 3 months of symptoms, as part of a compliance sweep. Reported by the on-call engineer.
Rate diagnostic confidence for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_23693554d9c61241_n
noul
[ "false", "true" ]
[ 0.77, 0.23 ]
An imaging report shows elevated TSH with low free T4; additionally demonstrates microcytic anemia with low ferritin. Context: in a 30-year-old athlete, during the holiday freeze. Reported by the supervisor.
Is this scenario one where: an urgent referral is needed?
diagnostic_reasoning
medical
yuri_v3
v3_952e6d0e258e9897_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0.34, 0.48, 0, 0.18 ]
An imaging report demonstrates microcytic anemia with low ferritin; additionally shows mildly elevated LFTs after a new statin. Context: in a 30-year-old athlete, during a scheduled maintenance window. Reported by the monitoring system.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_79dc8e8b4b687072_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0.16, 0.04, 0.09, 0.71 ]
An imaging report combines polyuria, polydipsia, and weight loss; additionally has a negative D-dimer with low Wells score. Context: after 3 months of symptoms, under an active deadline. Reported by the monitoring system.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_e4b8108cd366fd18_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0.04, 0.06, 0.02, 0.88 ]
A symptom cluster demonstrates microcytic anemia with low ferritin; additionally reveals proteinuria on two repeat samples. Context: after 3 months of symptoms, as part of a compliance sweep. Reported by the review queue.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_6d665777908b3c6a_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.01, 0.09, 0.88, 0.02, 0 ]
A differential workup shows mildly elevated LFTs after a new statin; additionally reveals a 6mm non-calcified nodule. Context: with a family history of the same, during a scheduled maintenance window. Reported by the supervisor.
Rate diagnostic confidence for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_e60db39b0d8b92b8_c
choice
[ "hypothyroidism", "subclinical_hypothyroid", "non_thyroid_illness", "lab_artifact" ]
[ 0.02, 0.06, 0.4, 0.52 ]
An imaging report has nonspecific findings with an unclear history; additionally reveals a 6mm non-calcified nodule. Context: in a 30-year-old athlete, during the morning shift. Reported by the automated check.
Leading diagnosis for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_006d724e534e3de0_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.07, 0.02, 0.02, 0.24, 0.62, 0.03 ]
A differential workup shows mildly elevated LFTs after a new statin; additionally combines polyuria, polydipsia, and weight loss. Context: in a 58-year-old smoker, immediately after go-live. Reported by the on-call engineer.
Rate diagnostic confidence for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_0d82140ec7f6c78f_n
noul
[ "false", "true" ]
[ 0.65, 0.35 ]
A symptom cluster shows a solitary pulmonary nodule stable for 2 years; additionally combines polyuria, polydipsia, and weight loss. Context: after 3 months of symptoms, during peak load. Reported by the review queue.
Is this scenario one where: this is consistent with the working diagnosis?
diagnostic_reasoning
medical
yuri_v3
v3_a8cb46db24745bc6_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0.04, 0.92, 0.04, 0 ]
A symptom cluster shows mildly elevated LFTs after a new statin; additionally reveals a 6mm non-calcified nodule. Context: after 3 months of symptoms, at the end of the fiscal period. Reported by the automated check.
Rate urgency of workup for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_a70a6b56d3f89979_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.01, 0.12, 0.65, 0.22, 0 ]
A lab panel review demonstrates microcytic anemia with low ferritin; additionally shows a solitary pulmonary nodule stable for 2 years. Context: in a 58-year-old smoker, with staffing at reduced levels. Reported by the monitoring system.
Rate urgency of workup for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_b952ea7332625ceb_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.01, 0.05, 0.65, 0.28, 0.01, 0 ]
A differential workup has a negative D-dimer with low Wells score; additionally reveals proteinuria on two repeat samples. Context: in a 30-year-old athlete, immediately after go-live. Reported by the review queue.
Rate diagnostic confidence for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_02392a01194ad352_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0, 0.07, 0.3, 0.63 ]
A symptom cluster reveals a 6mm non-calcified nodule; additionally reveals proteinuria on two repeat samples. Context: after 3 months of symptoms, during peak load. Reported by the review queue.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_03d0d650b6a39f78_c
choice
[ "hypothyroidism", "subclinical_hypothyroid", "non_thyroid_illness", "lab_artifact" ]
[ 0.05, 0.03, 0.52, 0.4 ]
A lab panel review has nonspecific findings with an unclear history; additionally reveals proteinuria on two repeat samples. Context: after 3 months of symptoms, during peak load. Reported by the review queue.
Leading diagnosis for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_1e522c972d6cea2d_n
noul
[ "false", "true" ]
[ 0.07, 0.93 ]
A symptom cluster shows a solitary pulmonary nodule stable for 2 years; additionally combines polyuria, polydipsia, and weight loss. Context: after 3 months of symptoms, during the morning shift. Reported by the automated check.
Is this scenario one where: further testing is warranted?
diagnostic_reasoning
medical
yuri_v3
v3_0b45008e7b019c8c_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.07, 0.52, 0.3, 0.11, 0, 0 ]
A differential workup has a negative D-dimer with low Wells score; additionally shows a solitary pulmonary nodule stable for 2 years. Context: after 3 months of symptoms, during the quarterly review. Reported by the automated check.
Rate urgency of workup for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_d21289c965fe0c33_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.16, 0.53, 0.31, 0, 0 ]
A lab panel review shows mildly elevated LFTs after a new statin; additionally has a negative D-dimer with low Wells score. Context: in a 58-year-old smoker, during the quarterly review. Reported by the operator.
Rate diagnostic confidence for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_da05aabb66c9db9b_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.01, 0.19, 0.73, 0.07, 0 ]
A differential workup reveals a 6mm non-calcified nodule; additionally has nonspecific findings with an unclear history. Context: after 3 months of symptoms, following a recent audit. Reported by the supervisor.
Rate urgency of workup for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_1bc4c97852bdcc79_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0.37, 0.08, 0.04, 0.51 ]
An imaging report shows a solitary pulmonary nodule stable for 2 years; additionally demonstrates microcytic anemia with low ferritin. Context: in a 58-year-old smoker, while on-call rotation changed. Reported by the supervisor.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_2fa8d5e9245a14a6_n
noul
[ "false", "true" ]
[ 0.15, 0.85 ]
An imaging report has a negative D-dimer with low Wells score; additionally reveals proteinuria on two repeat samples. Context: in a 58-year-old smoker, while on-call rotation changed. Reported by the review queue.
Is this scenario one where: further testing is warranted?
diagnostic_reasoning
medical
yuri_v3
v3_c4c8350c0039830a_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.19, 0.65, 0.16, 0, 0 ]
A symptom cluster shows mildly elevated LFTs after a new statin; additionally has a negative D-dimer with low Wells score. Context: in a 58-year-old smoker, shortly after a software update. Reported by the automated check.
Rate urgency of workup for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_15883b5cc87fb294_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.03, 0.39, 0.53, 0.05, 0 ]
A symptom cluster has nonspecific findings with an unclear history; additionally has a normal ECG with classic angina history. Context: in a 30-year-old athlete, during the morning shift. Reported by the automated check.
Rate diagnostic confidence for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_ac9083fc36ac5295_c
choice
[ "hypothyroidism", "subclinical_hypothyroid", "non_thyroid_illness", "lab_artifact" ]
[ 0.13, 0.03, 0.3, 0.54 ]
A lab panel review demonstrates microcytic anemia with low ferritin; additionally has nonspecific findings with an unclear history. Context: with a family history of the same, during an external partner integration. Reported by the on-call engineer.
Leading diagnosis for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_50925fd740718149_n
noul
[ "false", "true" ]
[ 0.8, 0.2 ]
An imaging report has a negative D-dimer with low Wells score; additionally demonstrates microcytic anemia with low ferritin. Context: after 3 months of symptoms, with staffing at reduced levels. Reported by the monitoring system.
Is this scenario one where: an urgent referral is needed?
diagnostic_reasoning
medical
yuri_v3
v3_77d42fc88c0efbf4_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.01, 0.08, 0.74, 0.17, 0 ]
A lab panel review shows mildly elevated LFTs after a new statin; additionally has a normal ECG with classic angina history. Context: in a 58-year-old smoker, during peak load. Reported by the review queue.
Rate diagnostic confidence for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_b62e1ddbd5a8661d_n
noul
[ "false", "true" ]
[ 0.34, 0.66 ]
A symptom cluster demonstrates microcytic anemia with low ferritin; additionally combines polyuria, polydipsia, and weight loss. Context: after 3 months of symptoms, while legacy systems are still active. Reported by the supervisor.
Is this scenario one where: an urgent referral is needed?
diagnostic_reasoning
medical
yuri_v3
v3_9923bc27c58366be_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0.17, 0.16, 0.25, 0.42 ]
A differential workup shows a solitary pulmonary nodule stable for 2 years; additionally has a negative D-dimer with low Wells score. Context: in a 30-year-old athlete, during peak load. Reported by the review queue.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_43a65c47aeec29e9_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.02, 0.01, 0.04, 0.43, 0.49, 0.01 ]
A symptom cluster has nonspecific findings with an unclear history; additionally combines polyuria, polydipsia, and weight loss. Context: with a family history of the same, with a new vendor onboarded. Reported by the supervisor.
Rate diagnostic confidence for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_df12f36cc824da09_c
choice
[ "hypothyroidism", "subclinical_hypothyroid", "non_thyroid_illness", "lab_artifact" ]
[ 0.18, 0.03, 0.27, 0.52 ]
A symptom cluster has nonspecific findings with an unclear history; additionally demonstrates microcytic anemia with low ferritin. Context: with a family history of the same, with a new vendor onboarded. Reported by the review queue.
Leading diagnosis for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_61126faa80e5a0d2_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0.02, 0.24, 0.01, 0.73 ]
A differential workup shows mildly elevated LFTs after a new statin; additionally reveals proteinuria on two repeat samples. Context: in a 30-year-old athlete, as part of a compliance sweep. Reported by the supervisor.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_897391332177c4f0_n
noul
[ "false", "true" ]
[ 0.78, 0.22 ]
A symptom cluster has nonspecific findings with an unclear history; additionally shows mildly elevated LFTs after a new statin. Context: in a 58-year-old smoker, during a scheduled maintenance window. Reported by the automated check.
Is this scenario one where: an urgent referral is needed?
diagnostic_reasoning
medical
yuri_v3
v3_0a0d34f7993f8b9c_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0, 0.22, 0.77, 0.01 ]
A symptom cluster shows mildly elevated LFTs after a new statin; additionally combines polyuria, polydipsia, and weight loss. Context: after 3 months of symptoms, during a scheduled maintenance window. Reported by the operator.
Rate urgency of workup for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_28d3f4555756843e_c
choice
[ "treat", "retest", "image", "refer_specialist" ]
[ 0.65, 0.01, 0.01, 0.33 ]
An imaging report has a negative D-dimer with low Wells score; additionally demonstrates microcytic anemia with low ferritin. Context: in a 58-year-old smoker, during the holiday freeze. Reported by the supervisor.
Next step for this scenario.
diagnostic_reasoning
medical
yuri_v3
v3_7041188f3162a331_n
noul
[ "false", "true" ]
[ 0.45, 0.55 ]
A lab panel review shows elevated TSH with low free T4; additionally has a normal ECG with classic angina history. Context: after 3 months of symptoms, during an external partner integration. Reported by the operator.
Is this scenario one where: this is consistent with the working diagnosis?
diagnostic_reasoning
medical
yuri_v3
v3_dadf7c2c77fa7bf4_n
noul
[ "false", "true" ]
[ 0.1, 0.9 ]
An imaging report combines polyuria, polydipsia, and weight loss; additionally shows a solitary pulmonary nodule stable for 2 years. Context: in a 58-year-old smoker, with a new vendor onboarded. Reported by the automated check.
Is this scenario one where: further testing is warranted?
diagnostic_reasoning
medical
yuri_v3
v3_5a6ba5c97476e436_n
noul
[ "false", "true" ]
[ 0.72, 0.28 ]
A differential workup has a normal ECG with classic angina history; additionally shows elevated TSH with low free T4. Context: in a 30-year-old athlete, while legacy systems are still active. Reported by the on-call engineer.
Is this scenario one where: this is consistent with the working diagnosis?
diagnostic_reasoning
medical
yuri_v3
v3_a60adca89f0f52e3_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.02, 0.01, 0.02, 0.41, 0.53, 0.01 ]
A lab panel review combines polyuria, polydipsia, and weight loss; additionally shows mildly elevated LFTs after a new statin. Context: after 3 months of symptoms, following a recent audit. Reported by the on-call engineer.
Rate diagnostic confidence for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_58f26359c55fd9ea_n
noul
[ "false", "true" ]
[ 0.16, 0.84 ]
A lab panel review reveals a 6mm non-calcified nodule; additionally has a negative D-dimer with low Wells score. Context: after 3 months of symptoms, under an active deadline. Reported by the monitoring system.
Is this scenario one where: further testing is warranted?
diagnostic_reasoning
medical
yuri_v3
v3_016b6ce063e5273b_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.02, 0.11, 0.63, 0.24, 0 ]
A symptom cluster shows a solitary pulmonary nodule stable for 2 years; additionally demonstrates microcytic anemia with low ferritin. Context: after 3 months of symptoms, with a new vendor onboarded. Reported by the review queue.
Rate urgency of workup for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_c00287bea0ba4d05_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.01, 0.41, 0.55, 0.03, 0 ]
An imaging report has a negative D-dimer with low Wells score; additionally reveals proteinuria on two repeat samples. Context: after 3 months of symptoms, mid-incident. Reported by the operator.
Rate urgency of workup for this scenario on a 0-5 scale.
diagnostic_reasoning
medical
yuri_v3
v3_eecc46cc45de1839_n
noul
[ "false", "true" ]
[ 0.88, 0.12 ]
An imaging report has a negative D-dimer with low Wells score; additionally shows a solitary pulmonary nodule stable for 2 years. Context: after 3 months of symptoms, during normal operations. Reported by the review queue.
Is this scenario one where: an urgent referral is needed?
diagnostic_reasoning
medical
yuri_v3
v3_c4f197e706bda6dc_n
noul
[ "false", "true" ]
[ 0.58, 0.42 ]
A differential workup shows a solitary pulmonary nodule stable for 2 years; additionally demonstrates microcytic anemia with low ferritin. Context: after 3 months of symptoms, immediately after go-live. Reported by the on-call engineer.
Is this scenario one where: an urgent referral is needed?
diagnostic_reasoning
medical
yuri_v3
End of preview. Expand in Data Studio

JEV corpus - diagnostic_reasoning

7,963 typed calibrated decision rows from the jev-distill-corpus-v3 corpus (domain: diagnostic_reasoning).

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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