changes to mapping

Update state_encoding_map.csv

updates for frontend integration

Fix validation import: move to top-level and trigger rebuild

Fix /validate endpoint: proper parameter mapping and virus name resolution

Fix feature engineering: proper naming and robust feature completion

Fix typo: IRRITABLITY -> IRRITABILITY in symptom fields

fixes to warnings

first commit

initial commit