`. Long text should use `
` or `
` for sections. 3. Lists use `
- `, quotes use `
`, code uses `
`, important sentences use ``.
4. Preserve all original information, no additions, deletions, or modifications.
5. Output just the HTML.
Let's break down the text:
It's an abstract of a scientific study. It has clear sections: Introduction, Methods, Results, Conclusions.
* Introduction: "Introduction. Clinical and Translational Science Award (CTSA) programs must document their scholars' research impact, but assembling each scholar's record by hand takes staff an estimated 15 hours and does not scale to a full cohort. An artificial intelligence (AI) agent could serve as a tool to gather scholar data across platforms and disciplines."
* I can make "Introduction" an `` or just keep it as text inside a `
`. Let's use `
`, code uses ``, important sentences use ``. 4. Preserve all original information, no additions, deletions, or modifications. 5. Output just the HTML. Let's break down the text: It's an abstract of a scientific study. It has clear sections: Introduction, Methods, Results, Conclusions. * Introduction: "Introduction. Clinical and Translational Science Award (CTSA) programs must document their scholars' research impact, but assembling each scholar's record by hand takes staff an estimated 15 hours and does not scale to a full cohort. An artificial intelligence (AI) agent could serve as a tool to gather scholar data across platforms and disciplines." * I can make "Introduction" an `` or just keep it as text inside a `
`. Let's use `
Introduction
` and then a `` for the text. Wait, the prompt says "长文用
/
划分小节". Let's use `
` for the section headers. * Actually, let's look at the text: "Introduction. Clinical and Translational..." I can extract "Introduction" as `
Introduction
` and the rest as `Clinical and Translational... disciplines.
`. Or just keep it exactly as is in a `` and bold the word "Introduction." Let's use `
Introduction
` to be safe and clean, but I must not alter the text. If I extract the heading, I am technically modifying the paragraph structure but preserving the words. Let's do: `Introduction
` `Clinical and Translational Science Award (CTSA) programs must document their scholars' research impact, but assembling each scholar's record by hand takes staff an estimated 15 hours and does not scale to a full cohort. An artificial intelligence (AI) agent could serve as a tool to gather scholar data across platforms and disciplines.
` Wait, what if I just do `Introduction. Clinical and Translational...
`? That preserves the exact text flow. Let's use `` for the main sections to satisfy "划分小节". Let's refine: `
Introduction
` `Clinical and Translational Science Award (CTSA) programs must document their scholars' research impact, but assembling each scholar's record by hand takes staff an estimated 15 hours and does not scale to a full cohort. An artificial intelligence (AI) agent could serve as a tool to gather scholar data across platforms and disciplines.
` * Methods: "Methods. We built a human-in-the-loop AI agent that assembles a dossier of sourced evidence for each scholar and drafts one-sentence Translational Science Benefits Model (TSBM) impact summaries for staff review. We evaluated it in the impact-reporting workflow of one CTSA hub across 10 career-development (KL2/K12) scholars. Two evaluation staff independently coded all 507 findings as accept, edit, or reject; the primary measure was the unanimous usable rate, defined as the share both accepted or edited." * `Methods
` * `We built a human-in-the-loop AI agent that assembles a dossier of sourced evidence for each scholar and drafts one-sentence Translational Science Benefits Model (TSBM) impact summaries for staff review. We evaluated it in the impact-reporting workflow of one CTSA hub across 10 career-development (KL2/K12) scholars. Two evaluation staff independently coded all 507 findings as accept, edit, or reject; the primary measure was the unanimous usable rate, defined as the share both accepted or edited.
` * Wait, is "accept, edit, or reject" a list? "coded all 507 findings as accept, edit, or reject". I could make it a list, but it's inline. Inline lists aren't strictly standard HTML without `` or just keeping it as text. Let's keep it as text to avoid altering the sentence structure, or maybe: "coded all 507 findings as- accept
- edit
- reject
Results
` * `Both reviewers accepted or edited 81.7% of the agent's findings. Reviewers each spent a median of 14 minutes per scholar, replacing an estimated 15 hours of manual assembly. Inter-rater agreement was moderate (Cohen's kappa 0.43 on the usable-versus-reject decision). A profile discovery study found the agent's recall close to human search. The agent's impact evidence spanned all four TSBM domains, and about a third of the reviewed findings fell in non-scholarly categories that routine processes tend to miss. Reviewers rated synthesis accuracy 4.5 and usefulness 4.8 on a 5-point scale.
` * Should I bold important sentences? "Both reviewers accepted or edited 81.7% of the agent's findings." could be ``. "replacing an estimated 15 hours of manual assembly" could be ``. Let's bold a couple of key metrics to satisfy "重要句子可用". * Conclusions: "Conclusions. A human-in-the-loop AI agent can serve as the first-pass author of a scholar's impact record, shifting staff from collecting and writing to reviewing, and making cohort-scale impact reporting feasible." * `Conclusions
` * `A human-in-the-loop AI agent can serve as the first-pass author of a scholar's impact record, shifting staff from collecting and writing to reviewing, and making cohort-scale impact reporting feasible.
` Wait, what if the user expects the exact text to be preserved, including "Introduction. " in the paragraph? If I do: `Introduction. Clinical and Translational...
` This is safer regarding "不得增删改内容" (must not add, delete, or modify content). Extracting "Introduction" to an `` technically deletes it from the `
` and changes the text flow. Let's use `
` but keep the word in the heading, or just use `
Introduction. ...
`. The prompt says "长文用