v3.0.1

[alexsigaras]

This pull request primarily updates the project to version 3.0.1, including version references, minor corrections to documentation, and various improvements to clarity and consistency across the codebase and documentation. It also adds new pediatric disorder categories to the dashboard data and fixes some typographical and formatting issues.

Version Updates and Documentation:

• Updated version references from 3.0.0 to 3.0.1 in README.md, SECURITY.md, and src/dashboard.py to reflect the new release. [1] [2] [3]

Dashboard Data Enhancements:

• Added new pediatric disorder categories (hearing_loss_disorder_category, mood_and_psychiatric_disorders_category, respiratory_disorders_category, snoring_and_obstructive_sleep_category, voice_disorders_category) to peds_dashboard_data.json for more comprehensive data representation.

Clarity and Consistency Improvements:

• Improved grammar, clarity, and consistency in markdown content and comments across multiple files, including ai_readiness.py, collection_methods.py, data_governance.py, and data_pre_processing.py. Changes include corrections like "criteria" to "criterion", clarification of data collection and de-identification descriptions, and consistent use of terms (e.g., "feature-only dataset"). [1] [2] [3] [4] [5] [6] [7] [8] [9] [10]

Bug Fixes and Typos:

• Fixed typos in function arguments (link_formattter to link_formatter) in collection_methods.py.
• Corrected tab and file references in comments within dashboard.py (e.g., collections_methods_page to collection_methods_page).

These changes collectively improve the accuracy, clarity, and maintainability of the documentation and codebase.