diff --git a/domains/health/Americas declining life expectancy is driven by deaths of despair concentrated in populations and regions most damaged by economic restructuring since the 1980s.md b/domains/health/Americas declining life expectancy is driven by deaths of despair concentrated in populations and regions most damaged by economic restructuring since the 1980s.md index 887a2e1f..122ac4d3 100644 --- a/domains/health/Americas declining life expectancy is driven by deaths of despair concentrated in populations and regions most damaged by economic restructuring since the 1980s.md +++ b/domains/health/Americas declining life expectancy is driven by deaths of despair concentrated in populations and regions most damaged by economic restructuring since the 1980s.md @@ -28,6 +28,12 @@ As Steven Woolf, the study's lead author, puts it: "this is an emergent crisis. This data powerfully validates [[the epidemiological transition marks the shift from material scarcity to social disadvantage as the primary driver of health outcomes in developed nations]]. The US is the richest country in the world spending more on healthcare than any other nation, yet ranks in the mid-40s globally in life expectancy alongside Lebanon, Cuba, and Chile. The problem is not material -- it is psychosocial, and the current healthcare system is structurally incapable of addressing it because it treats symptoms not causes. + +### Additional Evidence (extend) +*Source: [[2026-03-20-annals-internal-medicine-obbba-health-outcomes]] | Added: 2026-03-20* + +OBBBA adds a second mechanism for US life expectancy decline: policy-driven coverage loss (16,000+ preventable deaths annually, per Annals of Internal Medicine peer-reviewed study). This mechanism compounds deaths of despair because the populations losing Medicaid coverage heavily overlap with deaths-of-despair populations (rural, economically restructured regions). The mortality signal will appear in 2028-2030 data as a distinct but interacting pathway. + --- Relevant Notes: diff --git a/inbox/queue/.extraction-debug/2026-03-20-annals-internal-medicine-obbba-health-outcomes.json b/inbox/queue/.extraction-debug/2026-03-20-annals-internal-medicine-obbba-health-outcomes.json new file mode 100644 index 00000000..375da562 --- /dev/null +++ b/inbox/queue/.extraction-debug/2026-03-20-annals-internal-medicine-obbba-health-outcomes.json @@ -0,0 +1,34 @@ +{ + "rejected_claims": [ + { + "filename": "obbba-medicaid-cuts-project-16000-preventable-deaths-annually-through-coverage-loss-mechanism.md", + "issues": [ + "missing_attribution_extractor", + "opsec_internal_deal_terms" + ] + }, + { + "filename": "obbba-projects-100-plus-rural-hospital-closures-creating-healthcare-infrastructure-collapse-in-medicaid-dependent-regions.md", + "issues": [ + "missing_attribution_extractor" + ] + } + ], + "validation_stats": { + "total": 2, + "kept": 0, + "fixed": 2, + "rejected": 2, + "fixes_applied": [ + "obbba-medicaid-cuts-project-16000-preventable-deaths-annually-through-coverage-loss-mechanism.md:set_created:2026-03-20", + "obbba-projects-100-plus-rural-hospital-closures-creating-healthcare-infrastructure-collapse-in-medicaid-dependent-regions.md:set_created:2026-03-20" + ], + "rejections": [ + "obbba-medicaid-cuts-project-16000-preventable-deaths-annually-through-coverage-loss-mechanism.md:missing_attribution_extractor", + "obbba-medicaid-cuts-project-16000-preventable-deaths-annually-through-coverage-loss-mechanism.md:opsec_internal_deal_terms", + "obbba-projects-100-plus-rural-hospital-closures-creating-healthcare-infrastructure-collapse-in-medicaid-dependent-regions.md:missing_attribution_extractor" + ] + }, + "model": "anthropic/claude-sonnet-4.5", + "date": "2026-03-20" +} \ No newline at end of file diff --git a/inbox/queue/2026-03-20-annals-internal-medicine-obbba-health-outcomes.md b/inbox/queue/2026-03-20-annals-internal-medicine-obbba-health-outcomes.md index 1996da3f..3f287179 100644 --- a/inbox/queue/2026-03-20-annals-internal-medicine-obbba-health-outcomes.md +++ b/inbox/queue/2026-03-20-annals-internal-medicine-obbba-health-outcomes.md @@ -7,9 +7,13 @@ date: 2025-07-01 domain: health secondary_domains: [] format: peer-reviewed study -status: unprocessed +status: enrichment priority: high tags: [obbba, medicaid, preventable-deaths, health-outcomes, coverage-loss, rural-hospitals] +processed_by: vida +processed_date: 2026-03-20 +enrichments_applied: ["Americas declining life expectancy is driven by deaths of despair concentrated in populations and regions most damaged by economic restructuring since the 1980s.md"] +extraction_model: "anthropic/claude-sonnet-4.5" --- ## Content @@ -54,3 +58,13 @@ Peer-reviewed study in Annals of Internal Medicine modeling the health consequen PRIMARY CONNECTION: [[Americas declining life expectancy is driven by deaths of despair concentrated in populations and regions most damaged by economic restructuring since the 1980s]] WHY ARCHIVED: Documents a second mechanism for US life expectancy decline — now policy-driven coverage loss in addition to deaths of despair. These mechanisms interact: the populations losing Medicaid are heavily overlapping with deaths-of-despair populations. EXTRACTION HINT: Extractor should create TWO claims: (1) OBBBA coverage loss mortality mechanism (16,000 deaths, peer-reviewed), (2) rural hospital closure projection (infrastructure collapse claim). Don't conflate them. + + +## Key Facts +- OBBBA passed July 4, 2025 +- CBO final score projects 10 million coverage loss by 2034 +- Study projects 380,000 missed mammograms annually +- Study projects 1.2 million people accruing additional medical debt +- Study projects $7.6 billion in new total medical debt nationally +- Study projects $135 billion economic contraction over 10 years +- Study projects 300,000+ jobs lost over 10 years