Alpheva review · AI Training & Data Labeling
Clinical Reasoning Physician — Diagnostic AI Evaluation (Alpheva)
What the work involves
Alpheva is an expert network that pays credentialed professionals to train, evaluate and improve frontier AI models through project-based contract work. It is bringing on board-certified physicians for a clinical reasoning evaluation project. Working from de-identified patient scenarios, you'll evaluate diagnostic reasoning, differential diagnosis, evidence interpretation and clinical documentation, review whether AI-generated assessments prioritise urgent conditions, reconcile conflicting findings and distinguish established facts from clinical inference, and identify missed diagnoses, unsafe recommendations, unsupported certainty, documentation gaps and reasoning that does not match the patient presentation.
You'll provide concise reference answers demonstrating evidence-based judgement, appropriate escalation and clear communication of uncertainty. Fully remote and asynchronous.
What you'll do
- Evaluate diagnostic reasoning, differential diagnosis, evidence interpretation and clinical documentation in de-identified patient scenarios
- Review whether AI-generated assessments priorities urgent conditions, reconcile conflicting findings, and distinguish established facts from clinical inference
- Identify missed diagnoses, unsafe recommendations, unsupported certainty, documentation gaps, and reasoning that does not match the patient presentation
- Provide concise reference answers demonstrating evidence-based judgement, appropriate escalation and clear communication of uncertainty
- Apply current standards, methods and risk considerations from clinical practice to AI evaluation
- Document errors, edge cases and the reasoning behind an ideal response
- Collaborate asynchronously with Alpheva's research and evaluation teams
Requirements & eligibility
- MD or DO with active or recently active US medical licensure
- Board certification in internal medicine, family medicine, emergency medicine or another relevant specialty
- 7+ years of independent clinical practice and strong evidence-based medicine judgement
- Ability to write concise, precise reference answers and justify corrections with traceable evidence
- Strong written English for documenting clinical errors, edge cases and uncertainty
- Able to work independently and asynchronously on project-based assignments
How to apply
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