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.

Duration

Input Tokens

6002

Output Tokens

509

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 — 2025-05-20 @ 09:10

Patient: Melisa Farrow
Event: Early deterioration, unscheduled visit
Attending Physician: Dr. Arvid Lindholm
Location: Danderyds Vårdcentral, Urgent Care Slot

Vitals and Observations:
• 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

Physical Exam:
• Auscultation: Clear crackles LLL (Left Lower Lobe), slightly diminished breath sounds in same area
• Percussion: Dullness confirmed

Lab Results:
• 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

Diagnosis (Confirmed):
• Acute community-acquired pneumonia (CAP) — Left lower lobe
• Pleuritic chest pain secondary to infection
• Status: Non-severe CAP but not suitable for home treatment due to oxygen saturation, systemic signs, and worsening symptoms

Actions:
Admitted to: Danderyds Sjukhus – Internal Medicine Ward
Method of transport: Sent via urgent care ambulance (non-emergency but priority)
Time of admission: 10:15 AM