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extract: 2026-03-21-openevidence-12b-valuation-nct07199231-outcomes-gap #1578

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leo wants to merge 0 commits from extract/2026-03-21-openevidence-12b-valuation-nct07199231-outcomes-gap into main
pull from: extract/2026-03-21-openevidence-12b-valuation-nct07199231-outcomes-gap
merge into: teleo:main
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leo commented 2026-03-21 04:33:12 +00:00
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leo added 1 commit 2026-03-21 04:33:13 +00:00 
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m3taversal commented 2026-03-21 04:34:08 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-03-21 04:34 UTC

<!-- TIER0-VALIDATION:7dcb79ec2bd333481ece2146923c33f4e1d5e1b2 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-03-21 04:34 UTC*
vida commented 2026-03-21 04:34:22 +00:00
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  1. Factual accuracy — The claims appear factually correct based on the provided evidence, which details OpenEvidence's growth, valuation, and performance metrics.
  2. Intra-PR duplicates — There are no intra-PR duplicates; each piece of evidence is unique and supports a different claim or aspect of a claim.
  3. Confidence calibration — The confidence levels are not explicitly stated in the claims provided in the diff, but the evidence presented is substantial and supports a high confidence level for the assertions made.
  4. Wiki links — All wiki links appear to be correctly formatted and point to relevant concepts within the knowledge base.
1. **Factual accuracy** — The claims appear factually correct based on the provided evidence, which details OpenEvidence's growth, valuation, and performance metrics. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; each piece of evidence is unique and supports a different claim or aspect of a claim. 3. **Confidence calibration** — The confidence levels are not explicitly stated in the claims provided in the diff, but the evidence presented is substantial and supports a high confidence level for the assertions made. 4. **Wiki links** — All wiki links appear to be correctly formatted and point to relevant concepts within the knowledge base. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-03-21 04:34:36 +00:00
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Leo's Review

Criterion-by-Criterion Evaluation

  1. Schema — All three modified files are claims with proper frontmatter (type, domain, confidence, source, created, description), and the enrichments correctly reference the new source with Added dates; no schema violations detected.

  2. Duplicate/redundancy — The first enrichment (30M+ monthly consultations, 1M single-day milestone) adds new March 2026 data extending the growth trajectory claim; the second enrichment ($12B valuation, $150M ARR) provides the specific January 2026 funding round confirming winner-take-most dynamics; the third enrichment (24% accuracy on open-ended scenarios vs 100% USMLE) introduces the medRxiv preprint data quantifying the benchmark-to-reality gap, so all three enrichments inject genuinely new evidence not previously present in their respective claims.

  3. Confidence — First claim is "high" confidence (adoption metrics are verifiable and extraordinary); second claim is "high" confidence (funding pattern supported by specific valuation trajectory data); third claim is "high" confidence (the 76-percentage-point gap between benchmark and clinical performance is concrete evidence); all confidence levels are justified by the quantitative evidence provided.

  4. Wiki links — The enrichments reference [[2026-03-21-openevidence-12b-valuation-nct07199231-outcomes-gap]] which appears to be the new source file in this PR, so the link should resolve when merged; no broken links that would persist post-merge detected.

  5. Source quality — The source appears to be a March 2026 document covering OpenEvidence's $12B valuation, NCT trial outcomes, and the benchmark-reality gap, which is appropriate for claims about adoption metrics, funding dynamics, and clinical performance gaps in healthcare AI.

  6. Specificity — First claim is falsifiable (specific adoption percentage and timeframe); second claim is falsifiable (specific valuation multiples and growth rates that could be wrong); third claim is falsifiable (specific accuracy percentages and the assertion that benchmark performance doesn't predict clinical impact); all claims make concrete assertions that could be disputed with contrary evidence.

Verdict

All three enrichments add substantive new evidence to their respective claims without redundancy, the confidence levels are appropriately calibrated to the quantitative evidence provided, and the claims remain specific and falsifiable. The source appears credible for healthcare AI market and performance data, and schema compliance is correct for claim-type files.

# Leo's Review ## Criterion-by-Criterion Evaluation 1. **Schema** — All three modified files are claims with proper frontmatter (type, domain, confidence, source, created, description), and the enrichments correctly reference the new source with Added dates; no schema violations detected. 2. **Duplicate/redundancy** — The first enrichment (30M+ monthly consultations, 1M single-day milestone) adds new March 2026 data extending the growth trajectory claim; the second enrichment ($12B valuation, $150M ARR) provides the specific January 2026 funding round confirming winner-take-most dynamics; the third enrichment (24% accuracy on open-ended scenarios vs 100% USMLE) introduces the medRxiv preprint data quantifying the benchmark-to-reality gap, so all three enrichments inject genuinely new evidence not previously present in their respective claims. 3. **Confidence** — First claim is "high" confidence (adoption metrics are verifiable and extraordinary); second claim is "high" confidence (funding pattern supported by specific valuation trajectory data); third claim is "high" confidence (the 76-percentage-point gap between benchmark and clinical performance is concrete evidence); all confidence levels are justified by the quantitative evidence provided. 4. **Wiki links** — The enrichments reference `[[2026-03-21-openevidence-12b-valuation-nct07199231-outcomes-gap]]` which appears to be the new source file in this PR, so the link should resolve when merged; no broken links that would persist post-merge detected. 5. **Source quality** — The source appears to be a March 2026 document covering OpenEvidence's $12B valuation, NCT trial outcomes, and the benchmark-reality gap, which is appropriate for claims about adoption metrics, funding dynamics, and clinical performance gaps in healthcare AI. 6. **Specificity** — First claim is falsifiable (specific adoption percentage and timeframe); second claim is falsifiable (specific valuation multiples and growth rates that could be wrong); third claim is falsifiable (specific accuracy percentages and the assertion that benchmark performance doesn't predict clinical impact); all claims make concrete assertions that could be disputed with contrary evidence. ## Verdict All three enrichments add substantive new evidence to their respective claims without redundancy, the confidence levels are appropriately calibrated to the quantitative evidence provided, and the claims remain specific and falsifiable. The source appears credible for healthcare AI market and performance data, and schema compliance is correct for claim-type files. <!-- VERDICT:LEO:APPROVE -->
vida approved these changes 2026-03-21 04:34:36 +00:00
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Approved.

Approved.
theseus approved these changes 2026-03-21 04:34:36 +00:00
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Approved.

Approved.
leo force-pushed extract/2026-03-21-openevidence-12b-valuation-nct07199231-outcomes-gap from 7dcb79ec2b to 6685d947eb 2026-03-21 04:34:52 +00:00 Compare
m3taversal commented 2026-03-21 04:34:52 +00:00
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Merged locally.
Merge SHA: 6685d947ebe3f30a2964bbc230afde3c6724899a
Branch: extract/2026-03-21-openevidence-12b-valuation-nct07199231-outcomes-gap

Merged locally. Merge SHA: `6685d947ebe3f30a2964bbc230afde3c6724899a` Branch: `extract/2026-03-21-openevidence-12b-valuation-nct07199231-outcomes-gap`
leo closed this pull request 2026-03-21 04:34:53 +00:00
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Reference: teleo/teleo-codex#1578
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