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Physician General Practice

Based on 10 assessments · 1 from real users

21% Low risk

Average realistic automation risk across all Physician General Practice profiles in the dataset.

Raw potential
41%
Realistic risk
21%
Research benchmark ?
29%

Raw potential = I/O automation ceiling. Realistic risk = adjusted for informal knowledge and social context. Research benchmark: Eloundou et al. (2023)

Distribution across 10 profiles. Middle half of Physician General Practices score between 20% and 25%.

0% 50% 100%
p10 · 17%
26% · p90
On-screen work 18%

Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.

In-person + screen 40%

Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.

Computer + action 7%

Computer input, real-world output — needs someone to act on it, not just software.

Fully in-person 36%

No computer required. Furthest from automation — the strongest human advantage.

3 synthetic profiles for a Physician General Practice, ordered by automation exposure. Tab between them to see how task mix drives the score difference.

Task Time Type Exposure
Patient consultations (in-person): listening to symptoms, physical examination, diagnosis, treatment planning
deep expertise
57% AA 0%
Continuing education and clinical decision-making: staying current with guidelines, researching unusual cases
19% DA 21%
Test ordering and result interpretation: requesting labs/imaging, reviewing results, explaining findings to patients
deep expertise
10% AD 15%
Clinical documentation: writing notes, recording findings, updating patient records in EMR/EHR system
8% AD 27%
Patient follow-up and chronic disease management: monitoring ongoing conditions, adjusting treatment plans
deep expertise
2% AD 6%
Prescription writing and medication management: selecting drugs, checking interactions, issuing prescriptions
1% DD 51%
Administrative tasks: scheduling, insurance authorization, referral management, responding to patient calls/messages
1% DD 45%

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