Let me make this concrete. Say you are preparing a teaching session on SGLT2 inhibitors in heart failure and you want it built on primary evidence, not a blog post. Here is the whole path from an empty notebook to a finished, self-study lesson — done inside Gemini Notebook with Notebook OS.

Step 1: Pull the evidence with Academic Search

Open the side panel and go to Academic Search. It runs on Semantic Scholar, with OpenAlex as a fallback, and both are keyword engines — so search with keywords, not a sentence. For this topic: SGLT2 inhibitors heart failure outcomes. Spell terms out (heart failure, not HF), and remember a quoted phrase like "reduced ejection fraction" is honored as an exact match.

🔍 SGLT2 inhibitors heart failure outcomes
Dapagliflozin in HFrEF: a randomized trial
McMurray et al. · NEJM · 2019 · 6,400 citations
Open Access
Read the abstract in the panel, then add the landmark trials straight into your notebook.

Read each abstract in the panel and add the papers that matter — a landmark trial or two, a recent meta-analysis, a guideline statement. Aim for 8–12 solid sources: enough for depth, few enough to stay coherent.

💡 Free vs Pro: the free plan allows about 10 Academic Searches per month, so plan each query; Pro removes the cap for exploratory, follow-the-citations research.

Step 2: Turn the sources into a Structured Lesson

With the evidence in the notebook, open Studio Recipes, choose the Report artifact, and pick Structured Lesson. Notebook OS reads across all your papers and writes a prompt that asks Gemini Notebook to synthesize them — not summarize them one by one — into a complete, manual-style lesson.

For this topic you get back a lesson that opens with learning objectives, defines the mechanism from first principles, walks the trial evidence with the actual numbers, lays out the guideline recommendations, flags the common clinical pitfalls, and closes with a glossary, a self-test, and a key-points summary. It preserves the exact doses, thresholds, and evidence grades from the papers — the details that a generic summary tends to smooth away.

Step 3: Verify, then teach from it

Because every claim traces back to sources you chose, you can check it against Gemini Notebook's citations before you rely on it. Then use it:

  • Hand the lesson to learners as a self-study chapter.
  • Run the Presentation recipe over the same notebook and present the deck with Premium Deck View.
  • Generate a Question bank from the same sources for assessment.
✦ Why this beats searching, downloading, and prompting by hand: the papers never leave your research context, the synthesis reasons across all of them at once, and the Structured Lesson recipe enforces a rigorous shape so nothing important gets dropped. Empty notebook to defensible, evidence-based lesson in one sitting.