Merged in feature/lesser-table-caching-refactor-hybrid (pull request #847)
Feature/lesser table caching refactor hybrid * chore: Remove unused duplicate main.py from shared pipeline * fix: Correct crosswalk paths in aarete_derived.py * chore: Remove unused documentation files from fieldExtraction * docs: Add documentation files to documentation folder * docs: Update README with uv setup, expanded project structure, and branching conventions * docs: Add uv installation steps with Ubuntu/WSL emphasis * Enable prompt caching for all remaining LLM calls - Add _INSTRUCTION() functions for: EXHIBIT_HEADER, EXHIBIT_LINKAGE, EXHIBIT_TITLE_MATCH, DATE_FIX, DERIVED_TERM_DATE, CHECK_PROVIDER_NAME_MATCH, SPECIAL_CASE_ASSIGNMENT - Update all invoke_claude() calls in saas and clover pipelines to use cache=True with corresponding _INSTRUCTION() functions - Add new instructions to get_cacheable_instructions() for cache warming - Update tests for new instruction functions Functions now using caching: - prompt_exhibit_level - prompt_exhibit_lesser (EXHIBIT_LEVEL_LESSER_OF) - prompt_fee_schedule_breakout - prompt_grouper_breakout - prompt_special_case_assignment - prompt_exhibit_linkage - prompt_exhibit_header - prompt_smart_chunked (ONE_TO_ONE templates) - prompt_date_fix - prompt_derived_term_date - prompt_exhibit_title_match - provider_name_match_check 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Reorder * feat: Add bcbs_promise client pipeline with OFFSET_TERM extraction - Add new bcbs_promise client with HSC-based OFFSET_TERM field extraction - Extract full paragraph text of offset/recoupment provisions from contracts - Derive OFFSET_INDICATOR (Y/N) from OFFSET_TERM presence - Fix reorder_columns to preserve extra columns not in COLUMN_ORDER - Update QC/QA output path to outputs/qc_qa/ * fix: Update dev deps and test assertions for QC/QA output path - Add pytest/pytest-mock to dev dependencies for mypy type checking - Update test assertions to expect outputs/qc_qa instead of qa_qc_output * style: Apply black formatting to prompt_templates.py * Merge main, move scripts * Archive some scripts * update py version * remove .py version file * Remove ASCII characters * Restore testbed code * restore tracking * Update testbed metrics * Enable prompt caching for CODE_LAST_CHECK, FILL_BILL_TYPE, DUAL_LOB_CHECK, and GROUPER_BREAKOUT - Add CODE_LAST_CHECK_INSTRUCTION() for service specificity classification - Add FILL_BILL_TYPE_INSTRUCTION() for bill type code determination - Add DUAL_LOB_CHECK_INSTRUCTION() for Medicare/Medicaid classification - Update code_funcs.py to use caching for CODE_LAST_CHECK, FILL_BILL_TYPE, GROUPER_BREAKOUT - Update postprocessing_funcs.py to use caching for DUAL_LOB_CHECK - Add new instructions to get_cacheable_instructions() for cache warming - Add unit tests for new instruction functions 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Fix postprocessing_funcs to remove invalid columns * Merge branch 'main' into feature/lesser-table-caching-refactor-hybrid * Revert prompt caching changes from aed1b73c * update formatting * Update imports Approved-by: Sha Brown Approved-by: Praneel Panchigar
This commit is contained in:
Katon Minhas
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{
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"metadata": {
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"from_col": "PROGRAM",
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"to_col": "AARETE_DERIVED_PROGRAM"
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},
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"mapping": {
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"Children's Health Insurance Program (CHIP)" : "CHIP",
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"Children's Health Insurance Program Perinate (CHIP-P)" : "CHIPP",
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"Healthy Kids" : "CHIP",
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"Medicaid Managed Care" : "MMC",
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"Affordable Care Act (ACA)" : "ACA",
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"Aged, Blind, and Disabled (ABD)" : "ABD",
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"Alternative Benefit Plan (ABP)" : "ABP",
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"Community First Choice (CFC)" : "CFC",
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"Foster Care (FC)" : "FC",
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"Home and Community Based Services Waiver (HCBS)" : "HCBS",
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"Intellectual and Developmental Disability (IDD)" : "IDD",
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"Institution for Medical Disease (IMD)" : "IMD",
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"Managed Long Term Care (MLTC)" : "MLTC",
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"Self-Directed Personal Assistant Services (PAS)" : "PAS",
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"Psych Under 21 (PU21)" : "PU21",
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"Supplemental Nutrition Assistance Program (SNAP)" : "SNAP",
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"Temporary Assistance Needy Families (TANF)" : "TANF",
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"Long-Term Services and Supports (LTSS)" : "LTSS",
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"Special Needs Plan (SNP)" : "SNP",
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"Medicare Advantage Special Needs Plan (MA-SNP)" : "MASNP",
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"Chronic Condition Special Needs Plan (CSNP)" : "CSNP",
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"Dual Eligible Special Needs Plan (DSNP)" : "DSNP",
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"Fully Integrated Dual Eligible Special Needs Plan (FIDE-SNP)" : "FIDE SNP",
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"Highly Integrated Dual Eligible Special Needs Plan (HIDE-SNP)" : "HIDE SNP",
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"Institutional Special Needs Plan (I-SNP)" : "ISNP",
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"Medicare-Medicaid Alignment Initiative (MMAI)" : "MMAI",
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"Medicare-Medicaid Coordinated Plan (MMCP)" : "MMCP",
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"Medicare-Medicaid Plan (MMP)" : "MMP",
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"Program of All-Inclusive Care for the Elderly (PACE)" : "PACE",
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"Advantage" : "MA",
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"Medicare Advantage" : "MA",
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"Medicare Part C" : "MA",
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"Supplemental" : "Supp",
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"Medigap" : "Supp",
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"Self-Funded" : "SF",
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"Administrative Services Only (ASO)" : "SF",
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"Third Party Administrator (TPA)" : "SF",
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"Fully-Funded" : "FF",
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"Platinum" : "PLAT",
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"Gold" : "GOLD",
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"Silver" : "SLVR",
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"Bronze" : "BRNZ",
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"Connector" : "CONN",
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"Catastrophic" : "CATA"
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},
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"state_mapping" : {
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"AL" : {
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"ALL Kids" : "CHIP"
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},
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"AK" : {
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"Denali KidCare" : "CHIP",
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"DenaliCare" : "DENALI"
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},
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"AZ" : {
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"Arizona Health Care Cost Containment System (AHCCCS)" : "AHCCCS",
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"KidsCare" : "CHIP"
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},
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"AR" : {
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"ARKids First" : "CHIP"
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},
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"CA" : {
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"Medi-Cal" : "MEDI_CAL",
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"Covered California" : "COVEREDCAL",
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"Medi-Cal Access Program (MCAP)" : "CHIP",
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"Healthy Families Benefit Program" : "CHIP"
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},
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"CO" : {
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"Health First Colorado" : "HFCO",
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"Connect for Health Colorado" : "CFHCO",
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"Child Health Plan Plus (CHP+)" : "CHIP"
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},
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"CT" : {
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"Husky Health" : "HUSKY",
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"Access Health CT" : "AHCT",
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"HUSKY A" : "CHIP",
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"HUSKY B" : "CHIP",
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"HUSKY C" : "CHIP",
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"HUSKY D" : "CHIP"
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},
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"DE" : {
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"Diamond State Health Plan" : "DSHP",
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"Choose Health Delaware" : "CHDE",
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"Delaware Healthy Children Program (DHCP)" : "CHIP"
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},
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"DC" : {
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"DC Health Link" : "DCHL",
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"DC Healthy Families" : "CHIP"
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},
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"FL" : {
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"Florida Statewide Medicaid Managed Care Program (SMMC)" : "SMMC",
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"Florida KidCare" : "CHIP"
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},
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"GA" : {
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"Georgia Access" : "GAACCESS",
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"PeachCare for Kids" : "CHIP"
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},
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"HI" : {
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"Med-Quest" : "MQUEST",
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"QUEST Integration" : "CHIP"
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},
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"ID" : {
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"Your Health Idaho" : "YHID",
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"Idaho Medicaid for CHIP" : "CHIP"
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},
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"IL" : {
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"HealthChoice Illinois" : "HCIL",
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"Get Covered Illinois" : "GCIL",
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"All Kids" : "CHIP"
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},
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"IN" : {
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"Hoosier Healthwise" : "CHIP"
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},
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"IA" : {
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"Iowa Health Link" : "IAHL",
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"Healthy and Well Kids in Iowa (HAWK-I)" : "CHIP"
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},
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"KS" : {
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"KanCare" : "KANCARE"
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},
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"KY" : {
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"Kynect" : "KYNECT",
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"Kentucky Children's Health Insurance Program (KCHIP)" : "CHIP"
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},
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"LA" : {
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"Healthy Louisiana" : "HEALTHYLA",
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"Louisiana State Insurance Exchange" : "LASIE",
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"LaCHIP" : "CHIP"
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},
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"ME" : {
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"MaineCare" : "MECARE",
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"Cover ME" : "COVERME",
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"Cub Care" : "CHIP"
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},
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"MD" : {
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"Maryland HealthChoice" : "MDHC",
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"Maryland Children's Health Program (MCHP)" : "CHIP"
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},
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"MA" : {
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"MassHealth" : "MASSHEALTH",
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"MassHealth CHIP" : "CHIP"
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},
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"MI" : {
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"Healthy Michigan Plan" : "HMIP",
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"MI Child" : "CHIP"
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},
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"MN" : {
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"Minnesota Medical Assistance" : "MNMA",
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"MNSure" : "MNSURE",
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"MinnesotaCare" : "CHIP"
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},
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"MS" : {
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"MississippiCAN" : "MSCAN",
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"Mississippi CHIP" : "CHIP"
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},
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"MO" : {
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"MO HealthNet" : "MOHN",
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"MO HealthNet for Kids" : "CHIP"
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},
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"MT" : {
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"Healthy Montana Kids (HMK)" : "CHIP"
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},
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"NE" : {
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"Heritage Health" : "HHNE",
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"Kids Connection" : "CHIP"
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},
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"NV" : {
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"Nevada Health Link" : "NVHL",
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"Nevada Check Up" : "CHIP"
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},
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"NH" : {
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"NH Health Families" : "NHHF",
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"New Hampshire Healthy Families" : "CHIP"
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},
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"NJ" : {
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"FamilyCare" : "NJFC",
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"Get Covered NJ" : "GCNJ"
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},
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"NM" : {
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"Centennial Care" : "CCNM",
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"WellNM" : "WELLNM",
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"New MexiKids" : "CHIP"
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},
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"NY" : {
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"NY State of Health" : "NYSOH",
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"Health and Recovery Plan (HARP)" : "HARP",
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"Child Health Plus (CHP)" : "CHPLUS"
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},
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"NC" : {
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"NC Health Choice" : "CHIP"
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},
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"ND" : {
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"Healthy Steps" : "CHIP"
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},
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"OH" : {
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"Healthy Start" : "CHIP",
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"MyCare Ohio" : "MYCAREOH"
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},
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"OK" : {
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"SoonerCare" : "SOONER",
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"SoonerSelect" : "SOONER"
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},
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"OR" : {
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"Oregon Health Plan" : "ORHP",
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"OregonHealthCare" : "ORHC"
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},
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"PA" : {
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"Pennsylvania Medical Assistance" : "PAMA",
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"Pennie" : "PENNIE",
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"Pennsylvania CHIP" : "CHIP"
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},
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"RI" : {
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"HealthSource RI" : "HSRI",
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"Rite Care" : "CHIP"
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},
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"SC" : {
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"Partners for Healthy Children" : "CHIP"
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},
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"SD" : {
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"South Dakota Medicaid for CHIP" : "CHIP"
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},
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"TN" : {
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"TennCare" : "TENNCARE",
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"CoverKids" : "CHIP"
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},
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"TX" : {
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"STAR" : "STAR",
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"STAR Health" : "STAR",
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"STAR Kids" : "STAR Kids",
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"STAR+PLUS" : "STAR+PLUS"
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},
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"UT" : {
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"Healthy U" : "HEALTHYU",
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"Healthy Kids Plus" : "CHIP"
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},
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"VT" : {
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"Green Mountain Care" : "GMCARE",
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"Dr. Dynasaur" : "CHIP"
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},
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"VA" : {
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"Cardinal Care" : "CCVA",
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"Cover Virginia" : "COVERVA",
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"FAMIS" : "CHIP"
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},
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"WA" : {
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"Apple Health" : "AHWA",
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"Washington Healthplanfinder" : "WAHPF",
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"Apple Health for Kids" : "CHIP"
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},
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"WV" : {
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"WVCHIP" : "CHIP"
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},
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"WI" : {
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"BadgerCare Plus" : "BADGER"
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},
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"WY" : {
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"EqualityCare" : "EQCAREWY",
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"Kid Care CHIP" : "CHIP"
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}
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}
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}
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