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cardiology
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Cardiology Consult
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cardiology
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Cardiac Cath Report
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cardiology
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cardiology
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Cardiology Consult
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cardiology
Cardiomyopathy
Cardiology Consult
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Male
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cardiology
Coronary Artery Disease
Cardiology Consult
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Male
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cardiology
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EKG Interpretation
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cardiology
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Male
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cardiology
Valvular Disease
Echocardiogram Report
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cardiology
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Cardiac Cath Report
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cardiology
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Cardiac Cath Report
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cardiology
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cardiology
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cardiology
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EKG Interpretation
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cardiology
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cardiology
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cardiology
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Echocardiogram Report
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cardiology
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cardiology
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Cardiac Cath Report
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cardiology
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Echocardiogram Report
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cardiology
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cardiology
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EKG Interpretation
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cardiology
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Cardiac Cath Report
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cardiology
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cardiology
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Echocardiogram Report
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Female
intervention
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cardiology
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cardiology
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Male
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cardiology
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cardiology
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cardiology
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82
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cardiology
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cardiology
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Echocardiogram Report
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cardiology
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85
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cardiology
Atrial Fibrillation
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82
Female
lifestyle
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cardiology
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Cardiac Cath Report
52
Female
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cardiology
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Echocardiogram Report
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cardiology
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Cardiac Cath Report
21
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lifestyle
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cardiology
Coronary Artery Disease
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Female
intervention
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Trinity_Ensemble_v2
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cardiology
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cardiology
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cardiology
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Echocardiogram Report
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cardiology
Coronary Artery Disease
Cardiology Consult
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Female
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cardiology
Coronary Artery Disease
Cardiac Cath Report
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cardiology
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cardiology
Cardiomyopathy
EKG Interpretation
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Male
lifestyle
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cardiology
Atrial Fibrillation
Cardiac Cath Report
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medication
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cardiology
Coronary Artery Disease
Echocardiogram Report
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lifestyle
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cardiology
Peripheral Artery Disease
EKG Interpretation
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Non-binary
lifestyle
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cardiology
Heart Failure
Discharge Summary
80
Female
risk_stratification
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cardiology
Valvular Disease
Cardiac Cath Report
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Non-binary
diagnosis
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cardiology
Coronary Artery Disease
Cardiology Consult
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Non-binary
lifestyle
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cardiology
Coronary Artery Disease
Cardiology Consult
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Non-binary
medication
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cardiology
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Cardiology Consult
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cardiology
Cardiomyopathy
EKG Interpretation
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Female
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Trinity_Ensemble_v2
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cardiology
Coronary Artery Disease
Cardiology Consult
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medication
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cardiology
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Cardiac Cath Report
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Trinity_Ensemble_v2
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cardiology
Coronary Artery Disease
Cardiac Cath Report
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intervention
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cardiology
Arrhythmia
Cardiology Consult
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Female
monitoring
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cardiology
Peripheral Artery Disease
Discharge Summary
73
Female
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Trinity_Ensemble_v2
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cardiology
Coronary Artery Disease
Echocardiogram Report
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medication
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Trinity_Ensemble_v2
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cardiology
Valvular Disease
Discharge Summary
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Male
lifestyle
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cardiology
Atrial Fibrillation
EKG Interpretation
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Trinity_Ensemble_v2
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cardiology
Cardiomyopathy
Cardiology Consult
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Female
intervention
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cardiology
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cardiology
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EKG Interpretation
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cardiology
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Echocardiogram Report
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cardiology
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Echocardiogram Report
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cardiology
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Cardiac Cath Report
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EKG Interpretation
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Trinity_Ensemble_v2
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cardiology
Valvular Disease
Cardiac Cath Report
76
Female
monitoring
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Trinity_Ensemble_v2
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cardiology
Heart Failure
Cardiac Cath Report
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Female
intervention
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Trinity_Ensemble_v2
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cardiology
Valvular Disease
Cardiology Consult
47
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lifestyle
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cardiology
Atrial Fibrillation
Cardiac Cath Report
47
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diagnosis
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cardiology
Cardiomyopathy
Echocardiogram Report
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Male
intervention
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Trinity_Ensemble_v2
2026-04-10T18:17:58.947560Z
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cardiology
Atrial Fibrillation
Cardiology Consult
28
Female
lifestyle
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cardiology
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Echocardiogram Report
42
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monitoring
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cardiology
Coronary Artery Disease
Cardiac Cath Report
42
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monitoring
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cardiology
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EKG Interpretation
65
Female
medication
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Trinity_Ensemble_v2
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cardiology
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Cardiac Cath Report
49
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medication
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cardiology
Atrial Fibrillation
Cardiology Consult
76
Female
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cardiology
Arrhythmia
Cardiology Consult
38
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medication
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cardiology
Hypertension
Echocardiogram Report
81
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risk_stratification
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Trinity_Ensemble_v2
2026-04-10T18:17:58.948038Z
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cardiology
Arrhythmia
Cardiac Cath Report
63
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intervention
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Trinity_Ensemble_v2
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cardiology
Peripheral Artery Disease
Echocardiogram Report
34
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Trinity_Ensemble_v2
2026-04-10T18:17:58.948145Z
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true
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cardiology
Hypertension
Echocardiogram Report
74
Female
lifestyle
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0.9847
0.9706
0.9786
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true
Trinity_Ensemble_v2
2026-04-10T18:17:58.948262Z
false
true
d67affdb-2f5d-48e7-8ecf-9e463d5beba8
cardiology
Heart Failure
Cardiac Cath Report
59
Male
risk_stratification
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0.9706
0.9792
0.9523
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true
Trinity_Ensemble_v2
2026-04-10T18:17:58.948376Z
false
true
ed723b02-44aa-4b06-8c68-793d5c75ec00
cardiology
Heart Failure
Cardiology Consult
57
Male
diagnosis
{ "category": "Heart Failure", "confidence": 0.9816, "primary": "diagnosis" }
0.9816
0.9767
0.9759
{ "llama3.3": 0.9757, "mistral": 0.9926, "qwen2.5": 0.9765 }
true
Trinity_Ensemble_v2
2026-04-10T18:17:58.948620Z
false
true
527a7a00-a44a-40b9-b938-c8c0f474024e
cardiology
Cardiomyopathy
Cardiology Consult
40
Female
lifestyle
{ "category": "Cardiomyopathy", "confidence": 0.9773, "primary": "lifestyle" }
0.9773
0.9888
0.9574
{ "llama3.3": 0.975, "mistral": 0.9826, "qwen2.5": 0.9744 }
true
Trinity_Ensemble_v2
2026-04-10T18:17:58.948703Z
false
true
18c203f7-dc41-4998-b8f4-41751c4b780c
cardiology
Arrhythmia
Cardiac Cath Report
51
Non-binary
monitoring
{ "category": "Arrhythmia", "confidence": 0.9715, "primary": "monitoring" }
0.9715
0.9901
0.9541
{ "llama3.3": 0.9761, "mistral": 0.9686, "qwen2.5": 0.9698 }
true
Trinity_Ensemble_v2
2026-04-10T18:17:58.948757Z
false
true
6f7b0f66-66ff-4cd3-bf0a-61efe0648cdc
cardiology
Coronary Artery Disease
Cardiac Cath Report
79
Non-binary
diagnosis
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0.9709
0.9906
0.9597
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true
Trinity_Ensemble_v2
2026-04-10T18:17:58.948917Z
false
true
94a3a121-c82f-4636-aab4-a4c8a5faa432
cardiology
Coronary Artery Disease
Cardiology Consult
49
Non-binary
intervention
{ "category": "Coronary Artery Disease", "confidence": 0.9778, "primary": "intervention" }
0.9778
0.9621
0.9658
{ "llama3.3": 0.9753, "mistral": 0.9943, "qwen2.5": 0.9637 }
true
Trinity_Ensemble_v2
2026-04-10T18:17:58.948971Z
false
true