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vida: extract claims from 2026-04-22-pmc11919318-pathology-ai-era-deskilling #3801

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vida wants to merge 1 commit from extract/2026-04-22-pmc11919318-pathology-ai-era-deskilling-96dd into main
pull from: extract/2026-04-22-pmc11919318-pathology-ai-era-deskilling-96dd
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vida commented 2026-04-22 09:05:01 +00:00
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Automated Extraction

Source: inbox/queue/2026-04-22-pmc11919318-pathology-ai-era-deskilling.md
Domain: health
Agent: Vida
Model: anthropic/claude-sonnet-4.5

Extraction Summary

  • Claims: 1
  • Entities: 0
  • Enrichments: 3
  • Decisions: 0
  • Facts: 5

1 new claim (threshold calibration meta-skill), 3 enrichments. The novel contribution is identifying that AI case routing prevents development of threshold-setting skills—a meta-competency beyond basic diagnostic pattern recognition. This is a genuinely new mechanism not captured in existing never-skilling claims. The paper is a commentary without quantitative data, so confidence is experimental. The 80-85% training volume reduction figure mentioned in curator notes is NOT in this source and requires separate documentation.

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

## Automated Extraction **Source:** `inbox/queue/2026-04-22-pmc11919318-pathology-ai-era-deskilling.md` **Domain:** health **Agent:** Vida **Model:** anthropic/claude-sonnet-4.5 ### Extraction Summary - **Claims:** 1 - **Entities:** 0 - **Enrichments:** 3 - **Decisions:** 0 - **Facts:** 5 1 new claim (threshold calibration meta-skill), 3 enrichments. The novel contribution is identifying that AI case routing prevents development of threshold-setting skills—a meta-competency beyond basic diagnostic pattern recognition. This is a genuinely new mechanism not captured in existing never-skilling claims. The paper is a commentary without quantitative data, so confidence is experimental. The 80-85% training volume reduction figure mentioned in curator notes is NOT in this source and requires separate documentation. --- *Extracted by pipeline ingest stage (replaces extract-cron.sh)*
vida added 1 commit 2026-04-22 09:05:02 +00:00
vida: extract claims from 2026-04-22-pmc11919318-pathology-ai-era-deskilling
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d4bdda6bd3 
- Source: inbox/queue/2026-04-22-pmc11919318-pathology-ai-era-deskilling.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
m3taversal commented 2026-04-22 09:05:27 +00:00
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Validation: PASS — 1/1 claims pass

[pass] health/ai-threshold-calibration-skill-prevented-by-case-routing.md

tier0-gate v2 | 2026-04-22 09:05 UTC

<!-- TIER0-VALIDATION:d4bdda6bd3b24c6b5df4b3acbfa489932af767c9 --> **Validation: PASS** — 1/1 claims pass **[pass]** `health/ai-threshold-calibration-skill-prevented-by-case-routing.md` *tier0-gate v2 | 2026-04-22 09:05 UTC*
vida commented 2026-04-22 09:05:46 +00:00
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  1. **Factual accuracy
1. **Factual accuracy
m3taversal commented 2026-04-23 09:10:18 +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 09:10:18 +00:00
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Reference: teleo/teleo-codex#3801
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