| --- |
| annotations_creators: [] |
| language: |
| - en |
| language_creators: [] |
| license: [] |
| multilinguality: |
| - monolingual |
| pretty_name: 'adaption-clinical_reasoning_cases' |
| size_categories: |
| - 10K<n<100K |
| source_datasets: |
| - 'original' |
| tags: |
| - adaption |
| - instruction-tuning |
| - medical |
| task_categories: [] |
| task_ids: [] |
| --- |
| |
|  |
|
|
| This dataset is a remastered version prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform. |
|
|
| # adaption-clinical_reasoning_cases |
|
|
| This dataset contains complex medical case studies presented as prompt-completion pairs covering diverse specialties such as cardiology, oncology, and emergency medicine. Each entry features a detailed patient scenario followed by an expert-level response that outlines diagnostic reasoning, critical management steps, and evidence-based treatment protocols. The content emphasizes differential diagnosis, investigation strategies, and adherence to current clinical guidelines for high-acuity conditions. |
|
|
| ### Dataset size |
|
|
| There are 11,201 data points in this dataset. This is an instruction tuning dataset. |
|
|
| ### Quality of Remastered Dataset |
|
|
| The final quality is A, with a relative quality improvement of 4.4%. |
|
|
| ### Domain |
| - Medical (100%) |
|
|
| ### Language |
| - English (100%) |
|
|
| ### Tone |
| - Analytical (50%) |
| - Professional (38%) |
| - Urgent (13%) |
|
|
| ### Evaluation Results |
|
|
| - **Quality Gains:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/e011ed2e-b84c-4433-90a5-5f1f5e100522.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
|
|
| - **Grade Improvement:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/98fad1e0-8f2a-4f67-b91c-73ea91b8c88d.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
|
|
| - **Percentile Chart:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/9eb1e1ab-a7c7-4103-9cff-b9e820f6db4a.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
|
|
