Update README.md

README.md

@@ -140,7 +140,7 @@ The dataset is intended for use in tasks related to text generation, specificall
 Most guideline sources offer reliable and factual information, authored by trusted health professionals. However, users should exercise caution when relying on content from WikiDoc, as it is a crowdsourced encyclopedia. While it generally maintains high quality, there are no guarantees regarding its content.
 
 - **Peer-Review Quality**: It is important to understand that while most sources are validated by internationally endorsed professional associations, a large proportion of articles are from Wikidoc which contains crowdsourced content. While edits in Wikidoc are generally restricted to expert review, the process of consensus and oversight is different from the traditional rigor of clinical guidelines.
-- **Representation**: This corpus is in English, and over-represents English-speaking regions. Further While have included WHO and ICRC guidelines for low-resource settings, further work needs to be done to scrape other sources.
+- **Representation**: This corpus is in English, and over-represents English-speaking regions. While we have included WHO and ICRC guidelines for low-resource settings, further work needs to be done to scrape sources from diverse contexts.
 - **Temporal scope**: Guidelines are constantly updated and these represent a snapshot of each in August 2023. Please re-scrape for updated content.
 
 ### Recommendations
@@ -148,7 +148,7 @@ Most guideline sources offer reliable and factual information, authored by trust
 <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
 
 We warmly invite users to help us build a more representative corpus with high-quality peer-reviewed clinical practice guidelines in various languages and representing the full scope of clinical specialties and geographic regions.
-We encourage users of this content to be mindful of its current limitations in temporal and geographic scope and  we repeat our warning: Creating tools that provide clinical advice is commendable, but extremely dangerous if not done with the appropriate care. Such tools need to be validated for safety and utility by medical professionals in randomized controlled trials. i.e. Please don’t create cowboy health apps that fool vulnerable users into thinking they are receiving validated advice.
+We encourage users of this content to be mindful of its current limitations in temporal and geographic scope and we repeat our warning: creating tools that provide clinical advice is commendable, but extremely dangerous if not done with the appropriate care. Such tools need to be validated for safety and utility by medical professionals in randomized controlled trials. i.e. Please don’t create cowboy health apps that fool vulnerable users into thinking they are receiving validated advice.
 
 ## Acknowledgments