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Medical Document Summarization - SOAP Style

Model Overview​

Model Name​

  • Name: ft:gpt-4o-2024-08-06:airia:general-soap-summary-2024-10-16:AJ0bIYgQ
  • Version: 1.0
  • Date of Release: 2024-10-16

Description​

  • Summary: Airia's Medical Document Summarization - SOAP Style 4o model provides comprehensive summaries of medical documents, utilizing the SOAP framework (Subjective, Objective, Assessment, Plan) for structured organization. Each section is detailed with well-organized tables that present information along a clear timeline.
  • Architecture: Fine-tuned gpt-4o-2024-08-06.
  • Recommended Temperature: 0.1

Intended Use​

Use Cases​

  • Primary Use Cases:

    • Patient Care Coordination.
    • Patient Handoffs
    • Training and Education
    • Patient Portals

  • Non-intended Use Cases: This model should not be used for providing final health advice or in highly sensitive health contexts without oversight by a medical professional.

Target Audience​

  • Users: Patients, healthcare providers, pharmacists, insurers, researchers, wellness clinics, family members.

Sample interaction​

  • Sample User Input:
Can you summarize this: [DIVERSE MEDICAL DOCUMENTS]
  • Sample Assistant Output:
# Patient Case Summary

## Patient Information
- Name: Jane Doe
- Age: xx years old
- Gender: Female
- Medical Record Number: xxx-xxxxxx
- Date of Birth: mm/dd/yyyy

## Subjective
| Date       | Subjective Information                                      |
|------------|-------------------------------------------------------------|
| mm/dd/yyyy | Confused and lethargic, accidental overdose of medications  |
| mm/dd/yyyy | Feeling less confused, embarrassed about medication mix-up  |
| mm/dd/yyyy  | No complaints of pain or discomfort                        |

## Objective
| Date       | Objective Information                                       |
|------------|-------------------------------------------------------------|
| mm/dd/yyyy | Hypotension, bradycardia, alert but confused                |
| mm/dd/yyyy | BP 110/70, HR 68, RR 16, Temp 98.6°F, O2 Sat 98% on room air|
|            | Alert and oriented x3, lungs clear, heart regular           |
| mm/dd/yyyy | Alert and oriented x3, skin warm and dry, lungs clear       |
|            | Bowel sounds present in all four quadrants                  |

## Assessment
| Date       | Assessment                                                  |
|------------|-------------------------------------------------------------|
| mm/dd/yyyy | Medication overdose (lisinopril and hydrocodone)            |
|            | Hypertension, Osteoarthritis, Type 2 Diabetes               |
| mm/dd/yyyy | Medication overdose improving, hypertension well-controlled |
|            | Type 2 Diabetes stable                                      |
| mm/dd/yyyy | Resolved medication overdose, Hypertension                  |
|            | Type 2 Diabetes, Osteoarthritis                             |
## Plan
| Date       | Plan                                                        |
|------------|-------------------------------------------------------------|
| mm/dd/yyyy | Admit to Medical ICU, IV fluids, hold medications           |
|            | CBC, CMP, toxicology screen, EKG, consult Poison Control    |
| mm/dd/yyyy | Continue IV fluids, restart home meds at 50% dose           |
|            | Endocrinology consult, PT evaluation, discharge planning    |
| mm/dd/yyyy | Monitor vital signs q4h, encourage oral fluid intake        |
|            | Assist with ADLs, reinforce medication safety education     |

## Risks and Suggestions
1. xxxxx
2. xxxxx
3. xxxx

Maintenance and Updates​

Version History​

Version NumberRelease DateNew FeaturesBug FixesPerformance Improvements
1.02024-10-16Initial releaseN/AN/A

Release Notes​

Version Changes​

  • v1.0 (Release Date: 2024-10-16)
    • Initial release.

Contact Information​

Author(s) / Developers​

  • Name(s): AIRIA LLC

Contact​

License​

  • License Type: Airia Model License