Required Skills
CDI
Inpatient Medicine
Clinical Documentation
Clinical Adjudication
Error Detection
Hospitalist
About micro1
micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform.
Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI.
Role Title: Hospitalist Reviewer
Role Type: Contractor
Location: Remote
micro1 is engaging Hospitalist Reviewers to contribute to a high-impact project with a customer focused on inpatient quality and documentation. In this role, you'll evaluate inpatient clinical documentation (H&Ps, progress notes, discharge summaries) for clinical accuracy, completeness, and fidelity to the patient encounter. You'll adjudicate discrepancies, flag clinically significant errors or omissions, and apply consistent quality standards across reviews. This is a unique opportunity for experienced hospitalists who care deeply about clinical excellence and enjoy articulating nuanced clinical reasoning and judgment in both written and verbal formats.
Scope of Work
Review inpatient clinical documentation and assess accuracy, completeness, and clinical appropriateness.
Adjudicate ambiguous or conflicting information and render clear, well-reasoned judgments.
Identify clinically significant errors, omissions, or inconsistencies and categorize them by severity.
Apply structured rubrics and quality criteria consistently across cases.
Provide concise written rationale supporting each adjudication decision.
Contribute to refining review guidelines and quality standards.
MD or DO, board-certified in Internal Medicine or Family Medicine.
5+ years as an attending hospitalist, or demonstrated leadership of documentation audit programs.
Deep familiarity with inpatient documentation standards and hospital QA processes.
Experience with clinical documentation improvement (CDI) programs is a plus.
Familiarity with how documentation impacts coding, billing, and compliance.
Comfortable working independently in a remote environment.
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