vida: extract claims from 2026-05-12-kff-ama-obbba-coverage-loss-combined-17m

- Source: inbox/queue/2026-05-12-kff-ama-obbba-coverage-loss-combined-17m.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 4
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>

domains/health/double-coverage-compression-simultaneous-medicaid-cuts-and-aptc-expiry-eliminate-coverage-for-under-400-fpl.md

@@ -31,3 +31,10 @@ Work requirements alone project 4.9-10.1M Medicaid losses by 2028, representing
 **Source:** NPR/CBS News, May 1, 2026; Urban Institute Nebraska modeling
 
 Nebraska's May 1, 2026 implementation confirms the Medicaid compression pathway is now active. Work requirements apply to expansion enrollees aged 19-64, with 25,000 at risk (36% of subject population). National rollout begins July 1, 2026 (Montana), December 1, 2026 (Iowa), and January 1, 2027 (federal default for most states). This is the lower boundary of the double compression — Medicaid work requirements below 138% FPL, APTC expiration above.
+
+
+## Extending Evidence
+
+**Source:** CBO, Urban Institute, KFF, AMA synthesis
+
+The double coverage compression is actually a triple compression when including the Medicaid unwinding (2023-2025) that preceded both OBBBA work requirements and ACA subsidy expiration. The total population affected is 30M+ over five years, with each event compounding the previous one by removing coverage from overlapping low-income populations with progressively fewer alternatives.

domains/health/enhanced-aca-premium-tax-credit-expiration-creates-second-simultaneous-coverage-loss-pathway-above-medicaid-income-threshold.md

@@ -11,10 +11,9 @@ attribution:
   sourcer:
     - handle: "kff-health-news"
       context: "KFF survey (March 2026), 51% of marketplace enrollees report costs 'a lot higher' after enhanced APTC expiration"
-supports:
+supports: ["Double coverage compression occurs when Medicaid work requirements contract coverage below 138 percent FPL while APTC expiry eliminates subsidies for 138-400 percent FPL simultaneously"]
-- Double coverage compression occurs when Medicaid work requirements contract coverage below 138 percent FPL while APTC expiry eliminates subsidies for 138-400 percent FPL simultaneously
+reweave_edges: ["Double coverage compression occurs when Medicaid work requirements contract coverage below 138 percent FPL while APTC expiry eliminates subsidies for 138-400 percent FPL simultaneously|supports|2026-04-09"]
-reweave_edges:
+related: ["enhanced-aca-premium-tax-credit-expiration-creates-second-simultaneous-coverage-loss-pathway-above-medicaid-income-threshold", "double-coverage-compression-simultaneous-medicaid-cuts-and-aptc-expiry-eliminate-coverage-for-under-400-fpl", "one-big-beautiful-bill-act", "federal-medicaid-work-requirements-project-4-9-10-1m-coverage-losses-by-2028-representing-largest-single-vbc-structural-setback"]
-- Double coverage compression occurs when Medicaid work requirements contract coverage below 138 percent FPL while APTC expiry eliminates subsidies for 138-400 percent FPL simultaneously|supports|2026-04-09
 ---
 
 # Enhanced ACA premium tax credit expiration in 2026 creates a second simultaneous coverage loss pathway above the Medicaid income threshold, compressing coverage options across the entire low-to-moderate income spectrum in parallel with OBBBA Medicaid cuts
@@ -38,3 +37,9 @@ Relevant Notes:
 
 Topics:
 - [[_map]]
+
+## Supporting Evidence
+
+**Source:** KFF ACA marketplace tracking, Urban Institute 4.8M uninsured estimate
+
+ACA marketplace enrollment declined by over 1M in 2026 after subsidy expiration, with premiums doubling. The absorption rate for Medicaid unwinding enrollees was only 40% during the subsidy period (8.5M absorbed of 20M+ disenrolled). With subsidies expired, absorption rate is likely near zero, creating a complete coverage gap for low-income populations.

domains/health/federal-medicaid-work-requirements-project-4-9-10-1m-coverage-losses-by-2028-representing-largest-single-vbc-structural-setback.md

@@ -31,3 +31,10 @@ Nebraska's 25,000 at-risk estimate (36% of subject population) provides first ca
 **Source:** Chartis Group, OBBBA Early Shockwaves analysis, 2026
 
 Chartis projects hospital operating margins will decline approximately 12% in expansion states if work requirements take effect. First documented OBBBA-attributable facility closure occurred in Virginia (3 rural clinics). Preemptive workforce reductions and state Medicaid rate cuts are occurring in 2026 before federal provisions fully phase in, front-loading the economic damage.
+
+
+## Extending Evidence
+
+**Source:** CBO House bill July 2025, Urban Institute ACA analysis, KFF Medicaid unwinding tracking
+
+The OBBBA work requirements (4.9-10.1M coverage loss) are the third wave of a cascade that already removed 20M+ through Medicaid unwinding (2023-2025) and 4.8M through ACA subsidy expiration (2026). The total coverage loss is 30M+ over five years, not 10M in isolation. The compounding mechanism: each event removes coverage from overlapping low-income populations with no absorption pathway because the ACA marketplace cannot absorb Medicaid disenrollees when subsidies expired simultaneously.

domains/health/us-health-coverage-cascade-erosion-30m-lost-2023-2028.md

@@ -0,0 +1,19 @@
+---
+type: claim
+domain: health
+description: Medicaid unwinding (20M+, 2023-2025), ACA subsidy expiration (4.8M, 2026), and OBBBA work requirements (4.9-10.1M, 2027+) compound sequentially because each event removes coverage from overlapping populations with no alternative pathway
+confidence: likely
+source: CBO, Urban Institute, KFF, AMA — synthesized across multiple sources
+created: 2026-05-12
+title: US health coverage has entered a multi-year cascade erosion from three overlapping events removing 30M+ low-income Americans from public coverage in five years with no absorption mechanism
+agent: vida
+sourced_from: health/2026-05-12-kff-ama-obbba-coverage-loss-combined-17m.md
+scope: structural
+sourcer: CBO, KFF, Urban Institute, AMA
+supports: ["americas-declining-life-expectancy-is-driven-by-deaths-of-despair-concentrated-in-populations-and-regions-most-damaged-by-economic-restructuring-since-the-1980s", "vbc-requires-enrollment-stability-as-structural-precondition-because-prevention-roi-depends-on-multi-year-attribution"]
+related: ["americas-declining-life-expectancy-is-driven-by-deaths-of-despair-concentrated-in-populations-and-regions-most-damaged-by-economic-restructuring-since-the-1980s", "federal-medicaid-work-requirements-project-4-9-10-1m-coverage-losses-by-2028-representing-largest-single-vbc-structural-setback", "enhanced-aca-premium-tax-credit-expiration-creates-second-simultaneous-coverage-loss-pathway-above-medicaid-income-threshold", "double-coverage-compression-simultaneous-medicaid-cuts-and-aptc-expiry-eliminate-coverage-for-under-400-fpl", "medicaid-work-requirements-cause-coverage-loss-through-procedural-churn-not-employment-screening"]
+---
+
+# US health coverage has entered a multi-year cascade erosion from three overlapping events removing 30M+ low-income Americans from public coverage in five years with no absorption mechanism
+
+The US health coverage system is experiencing a compound cascade failure across three distinct but overlapping events. First, the Medicaid unwinding from COVID-era continuous enrollment removed 20M+ enrollees between March 2023 and January 2026 (enrollment declined from 93M to 75.3M, a 20% reduction). Second, ACA enhanced subsidies expired in January 2026, immediately removing coverage for 4.8M Americans (Urban Institute estimate) as premiums doubled and marketplace enrollment declined by over 1M. Third, OBBBA Medicaid work requirements will remove an additional 4.9-10.1M by 2028 (CBO estimate range). The critical mechanism is compounding: each event removes coverage from low-income populations with no absorption pathway because the ACA marketplace cannot absorb Medicaid disenrollees when subsidies have expired simultaneously. The KFF tracking shows ACA marketplace enrollment grew from 14.5M (2022) to 23M (2025), absorbing only ~8.5M of the 20M+ Medicaid unwinding disenrollees (40% absorption rate). With subsidies expired and premiums doubled in 2026, that absorption rate is likely near zero. The combined trajectory: 30M+ low-income Americans have lost or will lose public coverage in a five-year period (2023-2028) with no structural mechanism to provide alternative coverage. This is not three separate events but a cascade where each event compounds the damage of the previous one by removing coverage from populations with progressively fewer alternatives.

domains/health/vbc-requires-enrollment-stability-as-structural-precondition-because-prevention-roi-depends-on-multi-year-attribution.md

@@ -32,3 +32,10 @@ State Medicaid coverage instability now extends beyond enrollment churn to cover
 **Source:** One Big Beautiful Bill Act provisions, CBO 2025
 
 The One Big Beautiful Bill Act mandates Medicaid eligibility redeterminations at least once every 6 months (previously annual), starting 2026. This accelerated churning, combined with work requirements and enhanced FMAP sunset, creates systematic enrollment instability. CBO projects 11.8M losing Medicaid coverage by 2034, destroying the multi-year patient attribution required for prevention-first VBC models to realize ROI.
+
+
+## Supporting Evidence
+
+**Source:** CBO, Urban Institute, KFF synthesis
+
+The cascade coverage erosion creates three consecutive destabilization events over five years (2023-2028): Medicaid unwinding removed 20M+, ACA subsidy expiration removed 4.8M, and OBBBA work requirements will remove 4.9-10.1M more. Each event compounds the previous one by removing coverage from populations with no alternative, making multi-year attribution impossible for prevention-first VBC models.

inbox/archive/health/2026-05-12-kff-ama-obbba-coverage-loss-combined-17m.md

@@ -7,10 +7,13 @@ date: 2025-07-15
 domain: health
 secondary_domains: []
 format: article
-status: unprocessed
+status: processed
+processed_by: vida
+processed_date: 2026-05-12
 priority: high
 tags: [OBBBA, coverage-loss, CBO, AMA, KFF, Medicaid, ACA, uninsured, 17-million, compound]
 intake_tier: research-task
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---
 
 ## Content