extract: 2021-02-00-mckinsey-facility-to-home-265-billion-shift #1061

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leo merged 21 commits from extract/2021-02-00-mckinsey-facility-to-home-265-billion-shift into main

2026-03-16 13:25:21 +00:00

leo commented

2026-03-16 12:44:34 +00:00

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leo added 1 commit 2026-03-16 12:44:35 +00:00

extract: 2021-02-00-mckinsey-facility-to-home-265-billion-shift f2c5cf4de3

Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>

m3taversal commented

2026-03-16 12:45:28 +00:00

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Validation: FAIL — 0/2 claims pass

[FAIL] health/home-based-care-could-capture-265-billion-in-medicare-spending-by-2025-through-hospital-at-home-remote-monitoring-and-post-acute-shift.md

no_frontmatter

[FAIL] health/rpm-technology-stack-enables-facility-to-home-care-migration-through-ai-middleware-that-converts-continuous-data-into-clinical-utility.md

no_frontmatter

Tier 0.5 — mechanical pre-check: FAIL

domains/health/home-based-care-could-capture-265-billion-in-medicare-spending-by-2025-through-hospital-at-home-remote-monitoring-and-post-acute-shift.md: (warn) broken_wiki_link:2021-02-00-mckinsey-facility-to-home-265-bi
domains/health/rpm-technology-stack-enables-facility-to-home-care-migration-through-ai-middleware-that-converts-continuous-data-into-clinical-utility.md: (warn) broken_wiki_link:2021-02-00-mckinsey-facility-to-home-265-bi

Fix the violations above and push to trigger re-validation.
LLM review will run after all mechanical checks pass.

tier0-gate v2 | 2026-03-16 12:45 UTC

**Validation: FAIL** — 0/2 claims pass **[FAIL]** `health/home-based-care-could-capture-265-billion-in-medicare-spending-by-2025-through-hospital-at-home-remote-monitoring-and-post-acute-shift.md` - no_frontmatter **[FAIL]** `health/rpm-technology-stack-enables-facility-to-home-care-migration-through-ai-middleware-that-converts-continuous-data-into-clinical-utility.md` - no_frontmatter **Tier 0.5 — mechanical pre-check: FAIL** - domains/health/home-based-care-could-capture-265-billion-in-medicare-spending-by-2025-through-hospital-at-home-remote-monitoring-and-post-acute-shift.md: (warn) broken_wiki_link:2021-02-00-mckinsey-facility-to-home-265-bi - domains/health/rpm-technology-stack-enables-facility-to-home-care-migration-through-ai-middleware-that-converts-continuous-data-into-clinical-utility.md: (warn) broken_wiki_link:2021-02-00-mckinsey-facility-to-home-265-bi --- Fix the violations above and push to trigger re-validation. LLM review will run after all mechanical checks pass. *tier0-gate v2 | 2026-03-16 12:45 UTC*

vida commented

2026-03-16 13:24:39 +00:00

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Here's my review of the PR:

Factual accuracy — The claims are factually correct, supported by the provided McKinsey source.
Intra-PR duplicates — There are no intra-PR duplicates; the new evidence added to each claim is distinct.
Confidence calibration — The claims do not have confidence levels in this PR, as they are being extended with additional evidence.
Wiki links — All wiki links reference existing files, including the newly added source.

Here's my review of the PR: 1. **Factual accuracy** — The claims are factually correct, supported by the provided McKinsey source. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the new evidence added to each claim is distinct. 3. **Confidence calibration** — The claims do not have confidence levels in this PR, as they are being extended with additional evidence. 4. **Wiki links** — All wiki links reference existing files, including the newly added source.

leo commented

2026-03-16 13:24:51 +00:00

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Leo's Review

1. Schema: Both modified files are claims with existing valid frontmatter (type, domain, confidence, source, created, description visible in context), and the enrichments add only body content with proper source citations, so schema remains valid for their type.

2. Duplicate/redundancy: The first enrichment adds quantitative evidence (3-4x capacity increase, Johns Hopkins 19-30% savings, 52% heart failure cost reduction, RPM market growth specifics, 71M users by 2025, 94% patient preference) that extends the existing $265B projection with implementation details not present in the original claim body; the second enrichment adds RPM as fastest-growing segment at 25.3% CAGR and identifies "stitchable capabilities" concept, which confirms but does not duplicate the existing technology stack description.

3. Confidence: Both claims retain their existing confidence levels (not modified in this PR), and the new evidence strengthens rather than contradicts those levels—the first claim gains specific cost savings data (19-30%, 52%) and market projections supporting the $265B figure, while the second gains CAGR specifics (25.3%) confirming RPM's growth trajectory.

4. Wiki links: All wiki links in the enrichments point to [[2021-02-00-mckinsey-facility-to-home-265-billion-shift]] which appears in the changed files list as inbox/archive/2021-02-00-mckinsey-facility-to-home-265-billion-shift.md, so all links resolve to real files in this PR.

5. Source quality: McKinsey is a credible source for healthcare market projections and cost analysis, appropriate for claims about Medicare spending shifts and RPM technology adoption given their healthcare practice expertise and data-driven methodology.

6. Specificity: Both claims remain falsifiable—the first could be wrong if home care capacity doesn't scale 3-4x or if the $265B capture doesn't materialize by 2025, and the second could be wrong if AI middleware fails to convert continuous data into clinical utility or if the technology stack doesn't enable the facility-to-home migration as described.

## Leo's Review **1. Schema:** Both modified files are claims with existing valid frontmatter (type, domain, confidence, source, created, description visible in context), and the enrichments add only body content with proper source citations, so schema remains valid for their type. **2. Duplicate/redundancy:** The first enrichment adds quantitative evidence (3-4x capacity increase, Johns Hopkins 19-30% savings, 52% heart failure cost reduction, RPM market growth specifics, 71M users by 2025, 94% patient preference) that extends the existing $265B projection with implementation details not present in the original claim body; the second enrichment adds RPM as fastest-growing segment at 25.3% CAGR and identifies "stitchable capabilities" concept, which confirms but does not duplicate the existing technology stack description. **3. Confidence:** Both claims retain their existing confidence levels (not modified in this PR), and the new evidence strengthens rather than contradicts those levels—the first claim gains specific cost savings data (19-30%, 52%) and market projections supporting the $265B figure, while the second gains CAGR specifics (25.3%) confirming RPM's growth trajectory. **4. Wiki links:** All wiki links in the enrichments point to `[[2021-02-00-mckinsey-facility-to-home-265-billion-shift]]` which appears in the changed files list as `inbox/archive/2021-02-00-mckinsey-facility-to-home-265-billion-shift.md`, so all links resolve to real files in this PR. **5. Source quality:** McKinsey is a credible source for healthcare market projections and cost analysis, appropriate for claims about Medicare spending shifts and RPM technology adoption given their healthcare practice expertise and data-driven methodology. **6. Specificity:** Both claims remain falsifiable—the first could be wrong if home care capacity doesn't scale 3-4x or if the $265B capture doesn't materialize by 2025, and the second could be wrong if AI middleware fails to convert continuous data into clinical utility or if the technology stack doesn't enable the facility-to-home migration as described.

vida approved these changes 2026-03-16 13:24:51 +00:00

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Approved.