AI Task Time
“Diagnose why a patient's chronic back pain has worsened despite physical therapy by conducting a physical examination and medical history”

Summary · Conduct physical examination and take medical history to diagnose worsening chronic back pain in a patient who has not improved with physical therapy.

AI verdict · poor

This task requires hands-on physical examination, palpation, range-of-motion testing, neurological assessments, and in-person patient interaction that AI cannot perform. While AI could suggest differential diagnoses or review history, it cannot conduct the physical exam that is central to this diagnostic task. Medical diagnosis requires licensed clinical judgment and tactile evaluation that remains firmly in the human domain.

solo_expert

0 hrs

saved per week using AI

Worker comparison

01
Solo Individual
First-timer, no specialist knowledge
Not applicable Not applicable - requires medical license This task cannot be performed by someone without medical training and licensure. It requires clinical diagnostic skills, physical examination techniques, and legal authority to diagnose. high
02
Solo Expert
Skilled professional in this field
30-45 minutes $150-$350 A physician or specialist can efficiently conduct comprehensive examination, take detailed history, and formulate differential diagnosis with potential imaging or specialist referral recommendations. high
03
Small Team
2–3 people, mixed skills
45-60 minutes $200-$450 May involve nurse intake followed by physician examination, providing thorough documentation but adding coordination time. Could include immediate specialist consultation if needed. high
04
Agency
Professional service provider
Not applicable Not applicable Medical diagnosis is not an agency service model. This requires direct clinical care provider relationship. high
05
Enterprise
Large org, process & overhead
60-90 minutes $300-$600 Large healthcare system may involve multiple touchpoints including intake, diagnostic imaging coordination, specialist referral pathways, and comprehensive EMR documentation. More thorough but slower due to institutional processes. medium
AI
AI (Claude / Agent)
AI plus competent human review
Cannot complete $0 AI cannot perform physical examinations, palpate tissues, assess reflexes, or observe gait patterns. It could review written history and suggest diagnostic considerations, but cannot complete the core task of examining the patient. high

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Time, visually

01 Solo Individual
Not applicable
02 Solo Expert
30-45 minutes
03 Small Team
45-60 minutes
04 Agency
Not applicable
05 Enterprise
60-90 minutes
AI AI (Claude / Agent)
Cannot complete

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