How Discover Is Personalized
- Overview
- What Shapes Your Feed
- What You Can Control
- How Your Feed Updates Over Time
- Important To Remember
- Related Articles
Overview
Discover uses your NPI, specialty, and practice patterns to proactively surface content relevant to your clinical work. No two clinicians see the same feed. Every article in your feed is selected because it connects to your specialty and the conditions you treat. This is not a general medical news feed, it is a curated view built around your practice.
What Shapes Your Feed
Your Specialty & Practice Profile
Real-world data associated with your NPI provides Jiro with your specialty, your most common diagnoses, and the procedures you perform which are used to identify clinical topics most relevant to you. Clinicians in highly focused subspecialties will see more targeted content than those with broader practices, who will tend to see a more diverse set of content.
Your Consult Activity
The clinical questions you ask in Consult signal active areas of interest in your practice. These signals may inform your Discover feed by surfacing content on topics you are actively exploring or querying.
Your Diagnoses & Procedures
De-identified, aggregated real-world data associated with your NPI gives Jiro a picture of your practice patterns. Discover uses this to surface content at the intersection of current research and your patient population.
Jiro does not use individually identifiable patient data. All real-world data used for personalization is de-identified and aggregated.
What You Can Control
You can use the search bar to find specific topics or articles within your feed. Filters let you navigate content on a session-by-session basis without changing your underlying personalization settings. Note that filters reset when you refresh the page or navigate away from Discover.
Current filter options:
- Sources: Filter by media source.
- Topics: Filter by clinical topic area. Defaults to all topics.
- Content: Filter by content type, including journal articles, news articles, editorials, and podcasts. Defaults to all content types.
- Status: Filter by read or unread. Defaults to all.
- History: View content from specific time windows.
How Your Feed Updates Over Time
When you first join Jiro, your initial feed is built from real-world data associated with your NPI and your specialty. After that, the feed refreshes on a weekly basis. Each update introduces new content matched to your current profile and accumulated feedback. A typical weekly update delivers approximately 6 to 10 articles. Highly focused specialties may see fewer new articles per topic in a given week.
Important To Remember
Discover currently focuses on peer-reviewed medical literature and clinical guidelines. If your real-world data is limited or not yet fully processed, your feed will initially reflect specialty-level content rather than individual practice patterns. The feed becomes more targeted as your data and feedback accumulate.
Real-world data typically has a lag of 30 to 90 days. Very recent changes to your practice patterns may not be reflected in your feed immediately. Allow a full update cycle to pass before assessing whether your feed has responded to new feedback.