Bugfix/mi dynamic
* Refactor - split out one_to_n_cleaning
* Rework postprocess
* Update postprocessing - fill dynamic values if there is only 1 non-empty value
* Update to use string_utils
* Group by AARETE_DERIVED_LOB as well
* Update crosswalk mapping to handle | lists
* Update constants - run with MI flag
Approved-by: Siddhant Medar
Feature/one to one funcs docs and cleanup
* Refactor imports and remove unused filter_payer_from_providers function
* Update docstring for date_postprocessing function to clarify processing steps
* Augment docstrings for check_and_update_effective_date and run_full_context_fields
* Enhance docstring for one_to_one_breakout function to clarify processing steps and side effects
* remove unused import and augment docstrings
Approved-by: Katon Minhas
Feature/black and isort
* black and isort constants
* black and isort codes
* black and isort crosswalks
* black and isort investment
* black and isort prompts
* isort testbed
* isort tracking
* black and isort utils
* poetry and black tests
Approved-by: Katon Minhas
Bugfix/fee schedule
* Initialize grouper pct and base rate prmopts
* Update postprocessing
* Merged main into bugfix/fee-schedule
* Prep for merge
Approved-by: Alex Galarce
Bugfix/lob fixes
* Refactor update_lob_for_duals and update_grouper_base_rate_and_grouper_pct_rate functions for improved clarity and logic; add handling for 'neither' and 'n/a' cases.
* Change logging level from info to debug for various functions to reduce log verbosity.
Approved-by: Katon Minhas
Feature/grouper fields
* prompt changes
* print statements removed
* merged with main
* merge issue fixed
* updated grouper prompts
* updated grouper fields in fields order
* updated breakout prompt
* Merged main into feature/grouper-fields
* reverted grouper cd prompt
* updated goruper severity prompt
* Merge remote-tracking branch 'origin/main' into feature/grouper-fields
* updated grouper breakout function
* error fixes
* Merged main into feature/grouper-fields
* Merged main into feature/grouper-fields
* updated grouper_pct_rate and grouper_base_rate
* removed empty array post processing fix
* Merged main into feature/grouper-fields
* post-processing for grouper rate modified
* updated grouper type prompt
* Merged main into feature/grouper-fields
* grouper version prompt updated
* Merged main into feature/grouper-fields
* OPPS as APC
* Merged main into feature/grouper-fields
Approved-by: Katon Minhas
Bugfix/medicare advantage duals
* Add logging for debugging in crosswalk utilities and mapping functions
* Add debug logging for crosswalk processing and mapping in get_crosswalk_fields
* Add logging for dual LOB check prompts and responses in update_lob_for_duals
* Enhance dual LOB check logic to ensure PROGRAM and PRODUCT fields are empty before proceeding
* Update dual LOB check to use AARETE_DERIVED fields for validation
* Refactor logging in fill_na_mapping and get_crosswalk_fields for clarity and conciseness
* Remove debug logging from get_lob_relationship for cleaner output
* Remove debug logging from apply_crosswalk for cleaner execution
Approved-by: Katon Minhas
Bugfix/uom
* Add "Per Procedure" to valid unit of measure list
* Enhance unit of measure prompt for clarity and specificity in reimbursement methodologies
* Refine unit of measure prompt to ensure defaulting to 'Per Unit' regardless of procedure codes for flat rate methodologies
* Merge remote-tracking branch 'origin/main' into bugfix/uom
* Merged main into bugfix/uom
* Enhance logic for setting UNIT_OF_MEASURE to 'Per Unit' for Flat Rate reimbursement, handling all edge cases including NaN and empty strings.
* Enhance is_empty function to handle additional empty value cases for pd.Series and strings
* Enhance test cases for is_empty function to cover additional whitespace and null-like values
* Merge branch 'bugfix/uom' of https://bitbucket.org/aarete/doczy.ai into bugfix/uom
* Enhance type checking for is_empty function with overloads for str, list, and pd.Series
* Overload fix
* Merged main into bugfix/uom
Approved-by: Katon Minhas
Bugfix/dynamic primary issues
* Refactor TRIGGER_CAP special case configuration to utilize only trigger cap questions for two-stage processing
* Refactor get_special_cases to improve handling of N/A responses and merge methodology results with special case results
* Fix field type in get_special_cases for fee schedule breakout configuration
* Create fieldset.py - refactor
* Fix placeholders
* string concatenate new questions
* Update trigger cap questions output format
* Update TRIGGER_CAP_THRESHOLD_AMT prompt for clarity and specificity in reimbursement methodology
* Update constants class
* Update Field class
* Resolve constants passing
* Update field class - change Null criteria
* Add default
* Enhance documentation for get_special_cases function with detailed processing flow and architecture decisions
* Enhance get_special_cases and run_trigger_cap_breakout functions with detailed docstrings for clarity on processing methodologies
* Update constants passing
* Fix questions
* Update fs and mb questions"
* pass constanst correctly for dynamic
* Merge branch 'feature/trigger_cap_breakout' into bugfix/dynamic-primary-issues
* update constants
* only add questions if present
* ensure answer is a valid special_case
* Fix unit tests
* Remove test file
Approved-by: Alex Galarce
Bugfix/reimb dates to Main
* added reimb dates split
* Merged main into bugfix/reimb_dates
* prompt changes
* added to postprocessing
* fixed key issues
* modified split function
* removed print statements
* Merge branch 'main' into bugfix/reimb_dates
* update import
* moved split date upstream
* moved split dates to one to n funcs
* Merged main into bugfix/reimb_dates
Approved-by: Katon Minhas
Refactor/one time io
* Delete client work
* Streamline imports
* Fix list class
* Update tests
* Clear code funcs test
* Fix unit tests
* Single read code funcs
* Single-read model
* Single-load embeddings
* Successful E2E test
* update unit tests
* Update importsg
* Reload poetry.lock
* remove old exhibit header function
* Remove aarete_derived generic function
* remove align and format tables
* Remove strings to dict
* references
* Clear code
* Move preprocessing_funcs
* remove keywords
* refactor postprocessing_funcs
* Pass unit test - remove qa_qc directory
* Black and isort
* remove print
Approved-by: Alex Galarce
Katon Minhas