Marcus Johnson
MSLInteraction INT-002 · Mar 7, 2026
Overall Score
Rubric Breakdown
Opening & Rapport
Observation
Professional opening appropriate for a conference setting. Established context for the scientific exchange.
Suggestion
Could have asked more about Dr. Nguyen's current research interests to frame the conversation.
Evidence
Clinical Knowledge
Observation
Demonstrated expert-level knowledge of JAK inhibitor pharmacology, trial design, and hepatology-specific endpoints. Engaged credibly at a peer level.
Suggestion
Continue to maintain this depth of knowledge. Consider publishing a review to share insights more broadly.
Evidence
Needs Assessment
Observation
Responded well to stated needs but did not proactively explore Dr. Nguyen's treatment algorithm or unmet needs before presenting data.
Suggestion
Before presenting clinical data, ask structured questions about current practice patterns and treatment decision criteria.
Evidence
Objection Handling
Observation
Addressed the thrombotic risk concern with precise data and appropriate context about the study population.
Suggestion
Excellent handling. Maintain this approach of combining data with honest context about study limitations.
Evidence
Compliance & Regulatory
Observation
Proactively disclosed study limitations, exclusion criteria, and the secondary nature of biopsy endpoints.
Suggestion
Ensure documentation of the IIT and advisory board discussions is thorough and compliant with SOP.
Evidence
Closing & Next Steps
Observation
Established clear next steps including IIT program connection and advisory board consideration.
Suggestion
Ensure follow-up documentation separates scientific exchange from any HCP engagement activities.
Evidence
Empathy & Communication
Observation
Maintained peer-level scientific discourse throughout. Communication style was well-calibrated for an academic hepatologist.
Suggestion
Continue this calibrated approach. Consider mirroring the HCP's language to further build rapport.
Evidence