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WP Add blog on SNC#305

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willpoulett wants to merge 4 commits intomainfrom
wp_add_scn_blog
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WP Add blog on SNC#305
willpoulett wants to merge 4 commits intomainfrom
wp_add_scn_blog

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@willpoulett
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What:

  • Added a new blog and image

🧠Why?:

  • To showcase our work

👨‍💻How?:

Checklist:

Have checked for the following:

  • [Y ] The website still builds correctly, and you can view it using mkdocs serve.
  • [ Y] There are no new "warnings" from mkdocs (see here for existing warnings you can safely ignore)
  • [ Y] Does your page follow the page template (or here in Markdown)? (need to make a new one specific to NHSE Data Science)
  • [ Y] Spelling errors
  • [ Y] Consistent capitalization
  • [ Y] Consistent numbers
  • [ Y] Material features incorrectly implemented: search for code blocks and markers (e.g. !!!).
  • [ Y] Code snippets don't work
  • [ Y] Images not working
  • [ Y] Links not working

Where it was tested

  • Github Codespaces - 2-core, 4GB RAM, 32GB hard drive

Existing Warnings

The following are errors that are already existing in the mkdocs build and that you can safely ignore when creating a PR:

INFO    -  The following pages exist in the docs directory, but are not included in the "nav" configuration:
             - what_is_data_science/index.md
             - what_is_data_science/Benefits of Data Science in the NHS.md
             - what_is_data_science/How you can learn Data Science.md

This article discusses the creation of synthetic clinical notes using AI, detailing the pipeline and its applications in healthcare.
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just a couple minor things, looks good though!


Another interesting feature is the use of [LLM Judges](https://nhsengland.github.io/datascience/articles/2024/12/31/LLM-as-a-Judge/) within our pipeline. These are LLMs which examine other LLM outputs, allowing our pipeline to spot mistakes and improve clinical realism. One judge ensures that our patient journey is realistic for the given admission, whilst another examines the quality of the clinical note.

The pipeline is also highly configurable. A small sample of the change you can make include:
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need a gap between text and bullet points otherwise they just all come up in the same line

Comment on lines +62 to +63
For a detailed view under the hood, you can read our [technical report](https://github.com/nhsengland/synthetic_clinical_notes/blob/main/docs/technical_report.md), alongside all the prompts and code on our [GitHub](https://github.com/nhsengland/synthetic_clinical_notes). You can also check out out project [website page](https://nhsengland.github.io/datascience/our_work/ds304_synthetic_clinical_notes/).

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Suggested change
For a detailed view under the hood, you can read our [technical report](https://github.com/nhsengland/synthetic_clinical_notes/blob/main/docs/technical_report.md), alongside all the prompts and code on our [GitHub](https://github.com/nhsengland/synthetic_clinical_notes). You can also check out out project [website page](https://nhsengland.github.io/datascience/our_work/ds304_synthetic_clinical_notes/).
For a detailed view under the hood, you can read our [technical report](https://github.com/nhsengland/synthetic_clinical_notes/blob/main/docs/technical_report.md), alongside all the prompts and code on our [GitHub](https://github.com/nhsengland/synthetic_clinical_notes). You can also check out our project [website page](https://nhsengland.github.io/datascience/our_work/ds304_synthetic_clinical_notes/).

Corrected a typo in the project website page reference.
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