Update app.py

app.py

@@ -4,6 +4,207 @@ st.set_page_config(layout="wide")
 
 st.markdown("""
 
+# In Context Learning:
+
+| Costly Condition                | EDI 278A Request                                                                                                                                                                                     | ADT Message Type | ADT Event | Clinical Document Example                                                                                                                |
+|---------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------|-----------|-------------------------------------------------------------------------------------------------------------------------------------------|
+| Diabetes                        | | | |
+|                                 | | | |
+| Heart Disease                   | | | |
+|                                 | | | |
+| Anxiety & Depression            | | | |
+|                                 | | | |
+| Musculoskeletal Disorders       | | | |
+|                                 | | | |
+| Patient Information Update      | MSH|^~\&|SendingApp|SendingFac|ReceivingApp|ReceivingFac|20230505120000||ADT^A08^ADT_A01|1234567|P|2.3|||||||||EVN|A08|20230505120000||||PID|1||123456789^^^MRN^MR||DOE^JOHN||20230505120000|M||||||||||||||||||PV1|1|||||||||||||||||||                                                                             |
+|                                 | PRD|FR|SendingApp|SendingFac|||||||                                                                                                                                         | ADT^A08         | A08       | Updating patient's demographic information                                                                                               |
+| Diabetes                        | 0028|030|            |Initial Claim Request                  | 
+|                                 | CLM|123456789012345|10000|   |17|01|Y|         |7|Y|Y|Y|Y|    |               |          |20120328|        |      |                                                 |0000000|                |0000000|0000000|                                                  |
+| Heart Disease                   | 0081|029|            |Treatment Plan Request                |
+|                                 | RQ|111111|20181214|20181220|Acme Health Plan|1234 1st Street|Anytown|NC|12345|                |            | | | |      |                                                                                                                 |
+| Anxiety & Depression            | 0160|017|            |Referral Request                      |
+|                                 | REF|1234567890|DOE^JOHN||20220505120000|19730101|M|123 Main St^^Anytown^NC^12345^^^||(555)555-1234|(555)555-5678||123456789|999-99-9999||||||||||    |                                                                                        | ADT^A01         | A01       | Admitting a patient to the hospital for a planned procedure                                                                             |
+| Musculoskeletal Disorders       | 0450|012|            |Authorization Request                 |
+|                                 | PRV|PC|1234 1st Street|Anytown|NC|12345|US|5555555555|       |            |            | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
+
+
+## Diabetes Clinical Document (for Teaching Purposes only)
+
+Patient: John Doe
+DOB: 01/01/1960
+Diagnosis: Diabetes Mellitus Type 2 (ICD-10 E11.9)
+Medications: Metformin 1000mg PO BID, Insulin glargine 20 units subcutaneous daily
+
+Assessment:
+Mr. Doe's blood glucose levels have been well controlled with his current medication regimen. His most recent A1c was 7.0%. He reports occasional mild hypoglycemia.
+
+Plan:
+Continue current medication regimen. Educate patient on the signs and symptoms of hypoglycemia and how to treat it. Schedule follow-up appointment in 3 months.
+
+Signed: Dr. Jane Smith
+
+
+### EDI 278A Request Example
+
+| Field | Value |
+|-------|-------|
+| Transaction Code | 278 |
+| Transaction Type | Request |
+| Service Type Code | HST |
+| Service Type | Healthcare Services |
+| Sender ID | 123456 |
+| Receiver ID | 987654 |
+| Patient ID | 123-45-6789 |
+| Patient Name | Doe, John |
+| Diagnosis Code | E11.9 |
+| Diagnosis Description | Type 2 diabetes mellitus without complications |
+| Service Start Date | 2023-05-01 |
+| Service End Date | 2023-05-01 |
+| CPT Code | 99213 |
+| CPT Description | Office/outpatient visit, established patient |
+| CPT Modifier | |
+| CPT Quantity | 1 |
+| CPT Unit Price | 100.00 |
+| CPT Total Price | 100.00 |
+| ICD Code | E11.9 |
+| ICD Description | Type 2 diabetes mellitus without complications |
+| Service Line Control Number | 1 |
+
+
+
+
+## Heart Disease Clinical Document
+
+Patient: Jane Smith
+DOB: 05/01/1955
+Diagnosis: Myocardial Infarction (ICD-10 I21.3)
+Medications: Aspirin 81mg PO daily, Metoprolol succinate 25mg PO daily, Atorvastatin 40mg PO daily
+
+Assessment:
+Ms. Smith's cardiac function has improved since her myocardial infarction. She has had no chest pain or shortness of breath. Her most recent EKG showed no evidence of ischemia.
+
+Plan:
+Continue current medication regimen. Schedule follow-up appointment in 6 months.
+
+Signed: Dr. John Doe
+
+### EDI 278A Request Example
+
+| Field | Value |
+|-------|-------|
+| Transaction Code | 278 |
+| Transaction Type | Request |
+| Service Type Code | HST |
+| Service Type | Healthcare Services |
+| Sender ID | 123456 |
+| Receiver ID | 987654 |
+| Patient ID | 987-65-4321 |
+| Patient Name | Smith, Jane |
+| Diagnosis Code | I21.3 |
+| Diagnosis Description | ST elevation (STEMI) myocardial infarction of unspecified site |
+| Service Start Date | 2023-05-01 |
+| Service End Date | 2023-05-01 |
+| CPT Code | 99214 |
+| CPT Description | Office/outpatient visit, established patient |
+| CPT Modifier | |
+| CPT Quantity | 1 |
+| CPT Unit Price | 150.00 |
+| CPT Total Price | 150.00 |
+| ICD Code | I21.3 |
+| ICD Description | ST elevation (STEMI) myocardial inf
+
+## Anxiety & Depression Clinical Document
+
+Patient: Alice Johnson
+DOB: 06/15/1980
+Diagnosis: Major Depressive Disorder (ICD-10 F32.1)
+Medications: Sertraline 50mg PO daily
+
+Assessment:
+Ms. Johnson reports feeling sad and unmotivated. She has trouble sleeping and has lost interest in activities she used to enjoy. She denies any suicidal ideation.
+
+Plan:
+Increase sertraline to 100mg PO daily. Schedule follow-up appointment in 2 weeks.
+
+Signed: Dr. Sarah Lee
+
+### EDI 278A Request Example
+
+| Field | Value |
+|-------|-------|
+| Transaction Code | 278 |
+| Transaction Type | Request |
+| Service Type Code | HST |
+| Service Type | Healthcare Services |
+| Sender ID | 123456 |
+| Receiver ID | 987654 |
+| Patient ID | 456-78-9123 |
+| Patient Name | Johnson, Alice |
+| Diagnosis Code | F32.1 |
+| Diagnosis Description | Major depressive disorder, single episode, moderate |
+| Service Start Date | 2023-05-01 |
+| Service End Date | 2023-05-01 |
+| CPT Code | 90834 |
+| CPT Description | Psychotherapy, 45 minutes with patient |
+| CPT Modifier | |
+| CPT Quantity | 1 |
+| CPT Unit Price | 200.00 |
+| CPT Total Price | 200.00 |
+| ICD Code | F32.1 |
+| ICD Description | Major depressive disorder, single episode, moderate |
+| Service Line Control Number | 1 |
+
+
+### Musculoskeletal Disorders Clinical Document
+
+Patient: Mark Thompson
+DOB: 02/25/1972
+Diagnosis: Low Back Pain (ICD-10 M54.5)
+Medications: Ibuprofen 400mg PO TID
+
+Assessment:
+Mr. Thompson reports chronic low back pain that has been getting worse over the past several months. Physical exam reveals tenderness and limited range of motion in the lumbar spine.
+
+Plan:
+Prescribe physical therapy with focus on core strengthening exercises. Schedule follow-up appointment in 4 weeks.
+
+Signed: Dr. James Chen
+
+
+| Field | Value |
+|-------|-------|
+| Transaction Code | 278 |
+| Transaction Type | Request |
+| Service Type Code | HST |
+| Service Type | Healthcare Services |
+| Sender ID | 123456 |
+| Receiver ID | 987654 |
+| Patient ID | 789-01-2345 |
+| Patient Name | Thompson, Mark |
+| Diagnosis Code | M54.5 |
+| Diagnosis Description | Low back pain |
+| Service Start Date | 2023-05-01 |
+| Service End Date | 2023-05-01 |
+| CPT Code | 97110 |
+| CPT Description | Therapeutic exercises |
+| CPT Modifier | |
+| CPT Quantity | 1 |
+| CPT Unit Price | 150.00 |
+| CPT Total Price | 150.00 |
+| ICD Code | M54.5 |
+| ICD Description | Low back pain |
+| Service Line Control Number | 1 |
+
+
+ADT A01 Admit Transaction Example
+
+| Field | Value |
+|-------|-------|
+| MSH | \|HL7\|2.6\|ADT_A01_MESSAGE\|RECEIVER_APPLICATION\|20230505120000\|SECURITY\|ADT_A01\|MSG00001\|P\|2.6\
+
+
+
+
 ## Big Four - Diabetes, Heart Disease, Anxiety & Depression and Muskoskeletal Disorders
 
 | Costly Condition                | Code Type | Code Value            | Emoji     | Code Description                                        |