About The Position

24-MAG LLC is offering a fully remote freelance consulting opportunity for experienced, actively US-licensed physicians with expertise in internal medicine, adult inpatient care, hospital medicine, and clinical documentation review. Consultants will apply practical hospitalist experience and medical reasoning to AI training and evaluation initiatives, helping improve the accuracy, consistency, and reliability of AI systems used in inpatient healthcare and clinical decision-support workflows. The work includes analyzing complex adult inpatient scenarios; reviewing medical records, clinical notes, and structured healthcare data such as FHIR resources; evaluating documentation and hospital workflows; assessing medication-related information; and validating AI-generated medical content. Consultants will provide structured analyses and actionable feedback, work independently within a remote, technology-supported research environment, and collaborate remotely with project stakeholders and multidisciplinary contributors. Work must not use confidential or proprietary information belonging to an employer, client, institution, or other third party.

Requirements

  • MD or DO qualification.
  • Active US medical licensure.
  • Board certification in Internal Medicine, including physicians with a Hospital Medicine-focused practice designation.
  • At least 5 years of professional hospitalist experience involving adult inpatient clinical care.
  • Current or recent hands-on inpatient hospitalist experience, preferably within the past 2 years.
  • Strong expertise in adult internal medicine, clinical diagnosis, patient assessment, and hospital-based medical decision-making.
  • Comprehensive understanding of inpatient workflows, including admission, daily progress notes, transitions of care, and discharge.
  • Ability to review complex medical records, clinical histories, diagnostic findings, and physician documentation.
  • Practical experience interpreting HPI, PMH, medication reconciliation, social history, assessments, and care plans.
  • Strong understanding of medication safety, including renal and hepatic dose adjustments and clinically relevant drug interactions.
  • Familiarity with electronic health records, structured clinical data, and healthcare interoperability formats such as FHIR.
  • Ability to identify inaccurate, incomplete, or unsupported clinical information in medical records.
  • Excellent clinical reasoning, analytical judgment, critical thinking, and problem-solving capabilities.
  • Exceptional attention to detail and commitment to accurate, consistent, clinically relevant medical documentation.
  • Strong written and verbal communication skills, including explaining complex clinical findings clearly.
  • Ability to follow structured evaluation guidelines consistently across detailed medical record review assignments.
  • Comfort working independently in a remote, technology-supported research environment.

Nice To Haves

  • Experience with chart review, clinical documentation improvement, utilization review, or medical coding quality assurance.
  • Prior experience with AI training, model evaluation, or clinical AI applications; explicitly not required.

Responsibilities

  • Analyze complex adult inpatient clinical scenarios involving diagnosis, patient assessment, and hospital-based medical management.
  • Evaluate clinical information in the context of symptoms, medical history, diagnostic findings, and treatment decisions.
  • Assess whether documented clinical conclusions and recommendations are supported by patient information.
  • Apply hospitalist judgment to identify clinical considerations, diagnostic inconsistencies, and documentation requirements.
  • Review and interpret inpatient medical records, clinical notes, and structured healthcare data, including FHIR resources.
  • Evaluate patient histories, diagnostic findings, medication records, and other clinical information for accuracy and completeness.
  • Identify missing, incorrect, or inconsistent information across structured and unstructured medical documentation.
  • Review adult inpatient documentation, including HPI, PMH, social history, assessments, care plans, medication reconciliation, progress notes, and records related to admission, inpatient management, transitions of care, and discharge.
  • Assess medication-related information, including renal- and hepatic-adjusted dosing, potential drug interactions, and patient-specific considerations.
  • Review AI-generated clinical notes, summaries, diagnostic explanations, and treatment-related information for clinical accuracy and consistency with underlying records and inpatient care practices.
  • Provide detailed, actionable feedback on AI-generated content and clinical evaluation assignments.
  • Apply project guidelines and consistent clinical review standards; produce clinical analyses, chart review summaries, discrepancy reports, and structured evaluation feedback.
  • Communicate complex medical findings clearly in writing and professional discussions, and collaborate remotely with project stakeholders and multidisciplinary contributors.
  • Support improvement of clinical data accuracy, documentation quality, and AI evaluation deliverables.
  • Complete work without using confidential or proprietary third-party information.
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