diff --git a/domains/health/glp1-behavioral-support-market-stratifies-by-physical-integration-with-atoms-to-bits-companies-profitable-and-behavioral-only-companies-bankrupt.md b/domains/health/glp1-behavioral-support-market-stratifies-by-physical-integration-with-atoms-to-bits-companies-profitable-and-behavioral-only-companies-bankrupt.md
index 5cb0a507a..6d33688e1 100644
--- a/domains/health/glp1-behavioral-support-market-stratifies-by-physical-integration-with-atoms-to-bits-companies-profitable-and-behavioral-only-companies-bankrupt.md
+++ b/domains/health/glp1-behavioral-support-market-stratifies-by-physical-integration-with-atoms-to-bits-companies-profitable-and-behavioral-only-companies-bankrupt.md
@@ -11,7 +11,7 @@ sourced_from: health/2026-04-28-glp1-market-stratification-access-first-vs-clini
 scope: structural
 sourcer: Vida synthesis
 supports: ["healthcares-defensible-layer-is-where-atoms-become-bits-because-physical-to-digital-conversion-generates-the-data-that-powers-ai-care-while-building-patient-trust-that-software-alone-cannot-create", "the-healthcare-attractor-state-is-a-prevention-first-system-where-aligned-payment-continuous-monitoring-and-ai-augmented-care-delivery-create-a-flywheel-that-profits-from-health-rather-than-sickness"]
-related: ["glp1-long-term-persistence-ceiling-14-percent-year-two", "healthcares-defensible-layer-is-where-atoms-become-bits-because-physical-to-digital-conversion-generates-the-data-that-powers-ai-care-while-building-patient-trust-that-software-alone-cannot-create", "the-healthcare-attractor-state-is-a-prevention-first-system-where-aligned-payment-continuous-monitoring-and-ai-augmented-care-delivery-create-a-flywheel-that-profits-from-health-rather-than-sickness", "comprehensive-behavioral-wraparound-enables-durable-weight-maintenance-post-glp1-cessation", "glp1-managed-access-operating-systems-require-multi-layer-infrastructure-beyond-formulary", "glp1-behavioral-support-market-stratifies-by-physical-integration-with-atoms-to-bits-companies-profitable-and-behavioral-only-companies-bankrupt"]
+related: ["glp1-long-term-persistence-ceiling-14-percent-year-two", "healthcares-defensible-layer-is-where-atoms-become-bits-because-physical-to-digital-conversion-generates-the-data-that-powers-ai-care-while-building-patient-trust-that-software-alone-cannot-create", "the-healthcare-attractor-state-is-a-prevention-first-system-where-aligned-payment-continuous-monitoring-and-ai-augmented-care-delivery-create-a-flywheel-that-profits-from-health-rather-than-sickness", "comprehensive-behavioral-wraparound-enables-durable-weight-maintenance-post-glp1-cessation", "glp1-managed-access-operating-systems-require-multi-layer-infrastructure-beyond-formulary", "glp1-behavioral-support-market-stratifies-by-physical-integration-with-atoms-to-bits-companies-profitable-and-behavioral-only-companies-bankrupt", "cgm-integrated-glp1-behavioral-support-achieves-superior-unit-economics-versus-coaching-only-models", "glp1-behavioral-mandate-rate-tripled-2024-2025-signaling-managed-access-infrastructure-shift"]
 ---
 
 # GLP-1 behavioral support market stratifies by physical integration level with atoms-to-bits companies achieving profitability while behavioral-only companies fail
@@ -31,3 +31,10 @@ LLM coaching research shows that message-level behavioral support can be replica
 **Source:** WeightWatchers bankruptcy filing May 2025, Axios, NPR
 
 WeightWatchers' bankruptcy validates the stratification thesis with extreme clarity. WW had $700M revenue but required $1.15B debt elimination to survive (70% debt reduction). The $106M Sequence acquisition in 2023 added telehealth prescribing but came 'too late and lacked scale' — competitors Ro, Found, Calibrate, and Hims had already established the telehealth-GLP-1 market. Post-bankruptcy transformation to 'clinical-behavioral hybrid' still shows no CGM or physical monitoring integration. Unit economics comparison: WW at $700M = leveraged and breaking; Omada at $260M with CGM = profitable and growing 55% YoY.
+
+
+## Challenging Evidence
+
+**Source:** PredictStreet analysis, January 2026
+
+WeightWatchers post-bankruptcy strategy (July 2025) explicitly avoids CGM integration despite the natural experiment showing Omada (CGM + behavioral) achieved profitable IPO while WW (behavioral-only) went bankrupt. WW's rebirth focuses on AI Body Scanner (smartphone-based) and consumer wearable data aggregation rather than clinical-grade physical monitoring. CEO Tara Comonte positions WW Clinic as 'clinical space' player through GLP-1 prescribing + behavioral support, but without the atoms-to-bits layer that Session 30 identified as the winning model. This creates a live test case: if WW Clinic achieves clinical outcomes without physical monitoring, it challenges the scope of the atoms-to-bits defensibility thesis.
diff --git a/inbox/queue/2026-04-29-ww-rebirth-clinical-transformation-no-cgm-belief4-generativity.md b/inbox/archive/health/2026-04-29-ww-rebirth-clinical-transformation-no-cgm-belief4-generativity.md
similarity index 98%
rename from inbox/queue/2026-04-29-ww-rebirth-clinical-transformation-no-cgm-belief4-generativity.md
rename to inbox/archive/health/2026-04-29-ww-rebirth-clinical-transformation-no-cgm-belief4-generativity.md
index 500b19b16..225b36973 100644
--- a/inbox/queue/2026-04-29-ww-rebirth-clinical-transformation-no-cgm-belief4-generativity.md
+++ b/inbox/archive/health/2026-04-29-ww-rebirth-clinical-transformation-no-cgm-belief4-generativity.md
@@ -7,10 +7,13 @@ date: 2026-01-09
 domain: health
 secondary_domains: []
 format: article
-status: unprocessed
+status: processed
+processed_by: vida
+processed_date: 2026-04-29
 priority: medium
 tags: [WeightWatchers, GLP-1, atoms-to-bits, belief-4, behavioral-health, telehealth, clinical-strategy]
 intake_tier: research-task
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---
 
 ## Content