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
18s
Input Tokens
6850
Output Tokens
1072
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 Melisa Farrow (Admitted 2025-05-20 @ 09:10)**

    **Chief Findings:**
    - **Vital Signs**:
      - Temperature: **38.8°C** (febrile)
      - Pulse: **102 bpm** (tachycardic)
      - Respiratory Rate: **22/min** (tachypneic)
      - Oxygen Saturation: **93%** (on room air, requiring supplemental O₂)
      - Blood Pressure: **114/68 mmHg**
    - **Physical Exam**:
      - Appearance: Pale, visibly unwell, clutching left side during coughing.
      - **Lungs**: Crackles in the **left lower lobe (LLL)**, diminished breath sounds, **dullness to percussion**.
      - **Chest Pain**: Pleuritic (worsened with coughing/deep inspiration).
    - **Diagnostic Results**:
      - **CRP**: **98 mg/L** (elevated, indicating inflammation/infection).
      - **CBC**: **WBC 13.7 x10⁹/L** (leukocytosis), **neutrophils 9.6 x10⁹/L** (neutrophilia).
      - **Chest X-ray**: **Left lower lobe infiltrate + mild pleural effusion** (consistent with **pneumonia**).
      - **ECG**: Sinus tachycardia, no ischemic changes.

    **Diagnosis:**
    - **Primary**: **Community-acquired pneumonia (CAP), left lower lobe**.
    - **Secondary**: **Pleuritic chest pain** (infection-related).

    **Immediate Management:**
    - **Admission to Danderyds Sjukhus** (Internal Medicine Ward).
    - **Antibiotics**:
      - **IV Cefotaxime 1g every 8 hours** (broad-spectrum coverage).
      - **Oral Doxycycline 100mg BID** (atypical pathogen coverage).
    - **Supportive Care**:
      - **Oxygen therapy** (nasal cannula 2 L/min, discontinued after 12h).
      - **IV fluids** (mild dehydration).
      - **Paracetamol 1g q6h** for fever/pain.
    - **Monitoring**: Continuous pulse oximetry, vitals q4h, repeat labs.

    **Rationale for Admission**:
    - **Oxygen desaturation (93%)** + **systemic symptoms** (fever, tachycardia, leukocytosis) indicated **moderate-severe CAP** unsuitable for outpatient management.
    - Risk of **clinical deterioration** (e.g., sepsis, respiratory failure) without close monitoring.

    **Follow-Up**:
    - Discharged on **2025-05-23** after **48h afebrile**, improved lung sounds, and CRP decline to **31 mg/L**.
    - Completed **5-day oral Amoxicillin-Clavulanate** course.
    - **Final check-up (2025-05-30)**: Fully recovered; no residual symptoms.