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M, 27YO, peanut allergy. Face swollen. Gave epinephrine
{ "patient_name": null, "age": 27, "gender": "male", "symptoms_present": ["peanut allergy", "face swollen"], "symptoms_absent": [], "symptom_duration_days": 1, "vitals": { "blood_pressure": null, "heart_rate_bpm": null }, "treatment_administered": "epinephrine" }
Act as an emergency medical triage assistant. Analyze the following patient status report and provide immediate, critical next steps. **Patient Data:** - Demographics: Male, 27 years old - Allergy: Peanut - Symptoms: Facial swelling - Intervention Administered: Epinephrine **Required Output:** 1. Assess the current u...
### 1. Urgency Assessment **Critical.** Even though epinephrine has been administered, this remains a life-threatening emergency. Epinephrine is a temporary stabilizing measure, not a cure; its effects can wear off within 10 to 20 minutes. The patient remains at high risk for a secondary wave of symptoms (a biphasic re...
F and M patient walked in with severe cough. Both came back from over sea travel. Took dayquil for 5 days and did not get better
{ "patient_name": null, "age": null, "gender": null, "symptoms_present": ["severe cough", "travel history over sea"], "symptoms_absent": [], "symptom_duration_days": 5, "vitals": { "blood_pressure": null, "heart_rate_bpm": null }, "treatment_administered": "Dayquil (for 5 days at home)" }
Analyze the following clinical scenario and provide a list of potential differential diagnoses and recommended next steps for evaluation: **Patient Presentation:** - **Patients:** One female and one male. - **Chief Complaint:** Severe cough. - **History:** Both patients recently returned from overseas travel. - **Trea...
**Clinical Assessment and Immediate Triage** The concurrent presentation of two patients with severe respiratory illness following international travel demands immediate clinical escalation. The failure of over-the-counter symptomatic management over a five-day period suggests a pathology beyond a self-limiting viral ...
An 82-year-old female named Margaret who comes in because she dizzy and fell. She denies hitting her head. Her blood pressure is quite high, maybe 160/95
{ "patient_name": "Margaret", "age": 82, "gender": "female", "symptoms_present": ["dizzy", "fall"], "symptoms_absent": ["hit head"], "symptom_duration_days": 1, "vitals": { "blood_pressure": "160/95", "heart_rate_bpm": null }, "treatment_administered": null }
Act as a medical professional analyzing the following patient case. Please provide an assessment of the patient's condition, potential causes for her symptoms, and recommended next steps based on the details provided below: Patient Profile: - Name: Margaret - Age: 82 years old - Gender: Female - Presenting Complaint: ...
**Clinical Assessment** This presentation constitutes a high-risk geriatric sentinel event. In an octogenarian, a fall accompanied by dizziness is rarely mechanical in isolation and must be presumed secondary to an underlying acute pathology until proven otherwise. The absence of a reported head strike is noted, but c...
Male patient presenting with a nasty rash spread across both arms. Scratched raw. No fever reported. Tried over-the-counter hydrocortisone cream at home with no relief
{ "patient_name": null, "age": null, "gender": "male", "symptoms_present": ["skin rash"], "symptoms_absent": ["fever"], "symptom_duration_days": null, "vitals": { "blood_pressure": null, "heart_rate_bpm": null }, "treatment_administered": "OTC hydrocortisone cream (prior to visit)" ...
Act as a medical consultant. Analyze the following patient case details and provide a structured assessment including potential differential diagnoses, immediate care recommendations, and indicators for urgent professional evaluation. **Patient Case Details:** - **Patient:** Male - **Presenting Symptom:** A severe ras...
The presentation of a severe, widespread rash on both arms that has been scratched raw is a significant concern. The fact that over-the-counter hydrocortisone provided no relief suggests the inflammation may be too severe for a mild topical steroid, or the underlying cause requires a different approach entirely. Becaus...
A patient who didn't give their name, complaining of stomach cramps and vomiting since eating leftover seafood last night. Denies having a fever
{ "patient_name": null, "age": null, "gender": null, "symptoms_present": ["stomach cramps", "vomiting"], "symptoms_absent": ["fever"], "symptom_duration_days": 1, "vitals": { "blood_pressure": null, "heart_rate_bpm": null }, "treatment_administered": "eating leftover seafood last night (history)" }
Act as a medical professional analyzing a patient case. Based on the following clinical presentation, provide a likely diagnosis, identify key risk factors, and suggest immediate management steps. Patient Presentation: "A patient who didn't give their name, complaining of stomach cramps and vomiting since eating lefto...
Based on the clinical presentation, the symptoms are most consistent with acute gastroenteritis secondary to foodborne illness, commonly known as food poisoning. The rapid onset of stomach cramps and vomiting shortly after consuming leftover seafood strongly suggests a reaction to preformed bacterial toxins or pathogen...
child, Tommy, 7 yrs old. mom says he has bad earpain since last nite and crying. running hot at 101.4 F. ear canal looks red. gave 15ml tylenol
{ "patient_name": "Tommy", "age": 7, "gender": "male", "symptoms_present": ["ear pain", "fever", "red ear canal"], "symptoms_absent": [], "symptom_duration_days": 1, "vitals": { "blood_pressure": null, "heart_rate_bpm": null }, "treatment_administered": "Tylenol 15ml" }
Act as a pediatric medical triage assistant. Analyze the following clinical scenario and provide an immediate assessment, potential causes, and specific guidance on next steps (including when to seek emergency care). Do not provide a definitive diagnosis, but offer evidence-based recommendations. Clinical Scenario: - ...
This situation requires prompt attention. Severe ear pain accompanied by a fever in a child is distressing and typically indicates an active infection that needs medical evaluation. Please read the following guidance carefully to ensure Tommy's safety and comfort while you arrange care. **Medication Safety Alert** The...
Young woman, Brittney, has a history of IV drug abuse. Arms are sore and bruised. Showing signs of withdrawal
{ "patient_name": "Brittney", "age": null, "gender": "female", "symptoms_present": ["sore arms", "bruised arms", "signs of withdrawal"], "symptoms_absent": [], "symptom_duration_days": null, "vitals": { "blood_pressure": null, "heart_rate_bpm": null }, "treatment_administered": "history of IV dru...
Generate a detailed clinical case description based on the following patient profile: **Patient Profile:** - **Name:** Brittney - **Demographics:** Young woman - **Medical History:** History of intravenous (IV) drug abuse - **Physical Examination Findings:** Arms are sore and bruised - **Current Clinical Presentation:...
**Clinical Case Description: Brittney** **Patient Overview** Brittney is a young woman presenting in a state of acute medical distress, urgently requiring stabilization and supportive care. Her history of intravenous (IV) drug use is a critical factor in understanding her current physical condition and the severe risk...
A teenager named Alex who twisted his ankle playing soccer today. Massive swelling, cannot bear weight. No other injuries. Handed an ice pack and crutches
{ "patient_name": "Alex", "age": null, "gender": "male", "symptoms_present": ["twisted ankle", "massive swelling", "cannot bear weight"], "symptoms_absent": ["other injuries"], "symptom_duration_days": 1, "vitals": { "blood_pressure": null, "heart_rate_bpm": null }, "treatment_administered": "ice pack, crutches" }
Act as a medical triage assistant. Analyze the following patient scenario and provide an immediate assessment, potential diagnosis, and recommended next steps. **Patient Scenario:** A teenager named Alex who twisted his ankle playing soccer today. Massive swelling, cannot bear weight. No other injuries. Handed an ice ...
1. **Assessment:** The severity of this injury is high. While twisting an ankle is common in soccer, the combination of massive swelling and an immediate inability to bear weight indicates substantial trauma to the joint. These symptoms suggest that the integrity of the ankle's ligaments or bones has been compromised, ...
Pt Jane Smith, 29F, came in c/o sharp chest pain x2 days. Denies shortness of breath. BP is 120/80, HR 85 bpm. Administered 1 dose of Albuterol in clinic
{ "patient_name": "Jane Smith", "age": 29, "gender": "female", "symptoms_present": ["sharp chest pain"], "symptoms_absent": ["shortness of breath"], "symptom_duration_days": 2, "vitals": { "blood_pressure": "120/80", "heart_rate_bpm": 85 }, "treatment_administered": "Albuterol (1 dose)" }
Analyze the following clinical patient note. Identify the patient's demographics, chief complaint, vital signs, and treatments administered. Highlight any potential inconsistencies or areas requiring further clinical clarification based on the provided data. --- Patient Data: Pt Jane Smith, 29F, came in c/o sharp ches...
**Clinical Analysis: Patient Jane Smith (29F)** **Data Extraction** * **Demographics:** 29-year-old female. * **Chief Complaint:** Sharp chest pain, duration 2 days. Patient explicitly denies associated shortness of breath. * **Vital Signs:** Blood Pressure 120/80 mmHg; Heart Rate 85 bpm. (Note: Respiratory rate...

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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-clinical_notes_to_structured_json

This dataset contains pairs of unstructured clinical intake notes and their corresponding structured JSON representations. Each sample transforms raw patient descriptions, including demographics, symptoms, vitals, and treatments, into a standardized schema with specific fields for analysis. The content covers diverse medical scenarios ranging from minor injuries to acute allergic reactions and chronic conditions.

Dataset size

There are 9 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is B, with a relative quality improvement of 46.7%.

Domain

  • Medical (100%)

Language

  • English (100%)

Tone

  • Cautious (44%)
  • Urgent (22%)
  • Helpful (22%)

Evaluation Results

  • Quality Gains:

    QualityGains
  • Grade Improvement:

    Grade
  • Percentile Chart:

    Percentile Chart
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