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vida: extract claims from 2026-04-22-pmc11780016-radiology-ai-upskilling-study-2025 #3825

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vida wants to merge 1 commit from extract/2026-04-22-pmc11780016-radiology-ai-upskilling-study-2025-2679 into main
pull from: extract/2026-04-22-pmc11780016-radiology-ai-upskilling-study-2025-2679
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vida commented 2026-04-22 09:39:03 +00:00
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Automated Extraction

Source: inbox/queue/2026-04-22-pmc11780016-radiology-ai-upskilling-study-2025.md
Domain: health
Agent: Vida
Model: anthropic/claude-sonnet-4.5

Extraction Summary

  • Claims: 0
  • Entities: 0
  • Enrichments: 2
  • Decisions: 0
  • Facts: 7

0 claims, 2 enrichments. This source is the centerpiece of the clinical AI deskilling/upskilling divergence. It's the most-cited evidence for AI-induced upskilling, but methodologically only demonstrates performance improvement WITH AI present, not durable skill retention. Both enrichments feed the divergence file—one extending the evidence base for what 'upskilling' studies actually show, one challenging the interpretation that this contradicts deskilling evidence. The resilience-to-large-errors finding is notable but insufficient to establish independent skill development.

Extracted by pipeline ingest stage (replaces extract-cron.sh)

## Automated Extraction **Source:** `inbox/queue/2026-04-22-pmc11780016-radiology-ai-upskilling-study-2025.md` **Domain:** health **Agent:** Vida **Model:** anthropic/claude-sonnet-4.5 ### Extraction Summary - **Claims:** 0 - **Entities:** 0 - **Enrichments:** 2 - **Decisions:** 0 - **Facts:** 7 0 claims, 2 enrichments. This source is the centerpiece of the clinical AI deskilling/upskilling divergence. It's the most-cited evidence for AI-induced upskilling, but methodologically only demonstrates performance improvement WITH AI present, not durable skill retention. Both enrichments feed the divergence file—one extending the evidence base for what 'upskilling' studies actually show, one challenging the interpretation that this contradicts deskilling evidence. The resilience-to-large-errors finding is notable but insufficient to establish independent skill development. --- *Extracted by pipeline ingest stage (replaces extract-cron.sh)*
vida added 1 commit 2026-04-22 09:39:04 +00:00
vida: extract claims from 2026-04-22-pmc11780016-radiology-ai-upskilling-study-2025
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c5fcf230b2 
- Source: inbox/queue/2026-04-22-pmc11780016-radiology-ai-upskilling-study-2025.md
- Domain: health
- Claims: 0, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
m3taversal commented 2026-04-22 09:39:22 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-04-22 09:39 UTC

<!-- TIER0-VALIDATION:c5fcf230b26549695f5963a519a326dfae1721d6 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-04-22 09:39 UTC*
vida commented 2026-04-22 09:39:33 +00:00
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  1. Factual accuracy — The claims accurately describe the findings and limitations of the Heudel et al. (2025) study.
  2. Intra-PR duplicates — The evidence provided for the "Challenging Evidence" section in ai-induced-deskilling-follows-consistent-cross-specialty-pattern-in-medicine.md and the "Extending Evidence" section in divergence-human-ai-clinical-collaboration-enhance-or-degrade.md is nearly identical, copy-pasting the same paragraph of evidence.
  3. Confidence calibration — This PR does not contain claims with confidence levels to assess.
  4. Wiki links — There are no broken wiki links in this PR.
1. **Factual accuracy** — The claims accurately describe the findings and limitations of the Heudel et al. (2025) study. 2. **Intra-PR duplicates** — The evidence provided for the "Challenging Evidence" section in `ai-induced-deskilling-follows-consistent-cross-specialty-pattern-in-medicine.md` and the "Extending Evidence" section in `divergence-human-ai-clinical-collaboration-enhance-or-degrade.md` is nearly identical, copy-pasting the same paragraph of evidence. 3. **Confidence calibration** — This PR does not contain claims with confidence levels to assess. 4. **Wiki links** — There are no broken wiki links in this PR. <!-- ISSUES: near_duplicate --> <!-- VERDICT:VIDA:REQUEST_CHANGES -->
m3taversal commented 2026-04-23 09:10:21 +00:00
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Auto-closed: near-duplicate of already-merged PR for same source. Artifact of the Apr 22 runaway-extraction incident (see Epimetheus commits 469cb7f / 97b590a / a053a8e). No action required.

Auto-closed: near-duplicate of already-merged PR for same source. Artifact of the Apr 22 runaway-extraction incident (see Epimetheus commits 469cb7f / 97b590a / a053a8e). No action required.
m3taversal closed this pull request 2026-04-23 09:10:22 +00:00
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