Context Reasoning

Context understanding and reasoning tasks test accurate answers grounded in provided context. This capability is essential for knowledge-base support bots, policy lookup systems, and internal knowledge Q&A applications. Models are evaluated on their ability to provide accurate answers that are properly grounded in the given context rather than hallucinating information.

100
Duration
36s
Input Tokens
6850
Output Tokens
1496
Cost
$0.00
Context
Input
Return the Re-examination of the patient admitted to the hospital 2025-05-20 at 09.10
Expected output
Temperature: 38.8°C, Pulse: 102 bpm, Respiratory Rate: 22/min, O2 Sat: 93% (room air), BP: 114/68, Appearance: Pale, visibly unwell, clutching left side with each cough, Auscultation: Clear crackles LLL (Left Lower Lobe), slightly diminished breath sounds in same area, Percussion: Dullness confirmed, CRP: 98 mg/L, CBC:, WBC: 13.7 x10⁹/L (elevated), Neutrophils: 9.6 x10⁹/L, ECG: Sinus tachycardia, no ischemia, Chest X-ray (STAT reading):, Infiltrate in left lower lobe, mild pleural effusion, Consistent with community-acquired pneumonia
Model output

    **Re-examination of Patient Admitted 2025-05-20 at 09:10 (Melisa Farrow)**

    **Chief Complaint at Re-examination:**
    - Worsening symptoms overnight: **fever (38.8°C)**, **chills**, **increased pleuritic chest pain** (left-sided, exacerbated by coughing), and **dizziness**.
    - **O₂ saturation dropped to 93%** (from 96% on 2025-05-19).

    **Key Findings:**
    1. **Vital Signs:**
       - Temperature: **38.8°C** (febrile)
       - Pulse: **102 bpm** (tachycardic)
       - Respiratory Rate: **22/min** (tachypneic)
       - BP: **114/68 mmHg**
       - O₂ Saturation: **93%** (on room air, requiring supplemental oxygen later).

    2. **Physical Examination:**
       - **Appearance**: Pale, visibly unwell, clutching left side during coughing.
       - **Lungs**:
         - **Crackles** in the **left lower lobe (LLL)**.
         - **Diminished breath sounds** in LLL.
         - **Dullness to percussion** over LLL (suggestive of **consolidation/pleural effusion**).
       - **Cardiac**: Sinus tachycardia (ECG normal, no ischemia).

    3. **Diagnostic Results:**
       - **Chest X-ray**: **Infiltrate in LLL + mild pleural effusion** → **community-acquired pneumonia (CAP)**.
       - **Labs**:
         - **CRP: 98 mg/L** (markedly elevated, indicating inflammation/infection).
         - **WBC: 13.7 x10⁹/L** (leukocytosis), **Neutrophils: 9.6 x10⁹/L** (neutrophilia).
         - Rapid viral panel (SARS-CoV-2/Influenza): **Pending** (not yet reported in this entry).

    **Diagnosis:**
    - **Primary**: **Acute community-acquired pneumonia (CAP) – Left lower lobe**.
    - **Secondary**: **Pleuritic chest pain** (due to pleural inflammation/effusion).
    - **Severity**: **Non-severe CAP** but **not suitable for outpatient treatment** due to:
      - Hypoxemia (O₂ sat 93%).
      - Systemic symptoms (fever, tachycardia, elevated CRP/WBC).
      - Worsening clinical status.

    **Immediate Management:**
    1. **Hospital Admission** (Danderyds Sjukhus, Internal Medicine Ward) via **urgent ambulance transport**.
    2. **Antibiotics**:
       - **IV Cefotaxime 1g every 8 hours** (broad-spectrum coverage for CAP).
       - **Oral Doxycycline 100mg BID** (added for atypical pathogen coverage).
    3. **Supportive Care**:
       - **Oxygen therapy** (nasal cannula 2 L/min for 12 hours).
       - **IV fluids** (mild dehydration).
       - **Paracetamol 1g q6h** for fever/pain.
    4. **Monitoring**:
       - Continuous pulse oximetry.
       - Vitals every 4 hours.
       - Repeat labs (CRP, CBC) the following morning.

    **Prognosis & Plan:**
    - **Expected Improvement**: Step-down to oral antibiotics within **24–48 hours** if afebrile and clinically stable.
    - **Discharge Criteria**: Afebrile for ≥24h, normal O₂ saturation off supplemental oxygen, tolerating oral intake, and improving lung exam.
    - **Follow-up**: Scheduled for **2025-05-30** with GP (Dr. Arvid Lindholm) to confirm resolution.

    **Clinical Note:**
    - Early admission was critical due to **rapid deterioration** (from mild symptoms on 2025-05-19 to hypoxemia/pleural effusion on 2025-05-20).
    - **Ibuprofen use prior to admission** may have masked fever and delayed diagnosis.
    - Patient advised to **avoid NSAIDs during future unexplained infections** and seek **prompt evaluation for recurrent cough/chest pain**.