Checked, not settled
“A primary Nature Medicine study developed and evaluated EAGLE, an AI model for detecting esophageal malignancy and precancerous lesions from noncontrast chest CT.”
Checks out so far. 3 hold up so far.
0.8386 under ledger-default@0.3.0 at snapshot 27745 for all claims together. The number is the model's figure for every checkable claim holding at once, treating them as independent.
The statement as a whole, read from the 3 claims below. Each claim is scored on its own; this reading only counts them. Provisional until audited.
Review 50% done · 25% counted in review coverage · 25% by the claims' own author only (3 claims, 12 checks)Share:
Checked in Galedra: score 0.84, mostly supported · not yet reviewed by anyone else “A primary Nature Medicine study developed and evaluated EAGLE, an AI model for detecting esophageal malignancy and precancerous lesions from noncontrast chest CT.” https://galedra.org/investigations/01a0eae2-3009-739c-b7d6-9d4976b3cf74
Claim by claim
“The EAGLE model was trained on 6,813 patients and validated across 12 centers in three countries involving 80,612 patients.”
Supported · 0.9734 under ledger-default@0.3.0 at snapshot 27745 · review checks 1 of 4 · provisional until audited.
2 of 4 review checks done · 1 counted · 1 by the author only
“In the study’s eight-center external CT test cohorts, EAGLE achieved 98.5% specificity, 90.0% cancer sensitivity and 52.5% precancerous-lesion sensitivity.”
Supported · 0.9781 under ledger-default@0.3.0 at snapshot 27745 · review checks 1 of 4 · provisional until audited.
2 of 4 review checks done · 1 counted · 1 by the author only
“In the study’s 14,644-patient RW2 cohort, EAGLE-Plus reduced false positives by 72.7% while maintaining comparable sensitivity.”
Supported · 0.8808 under ledger-default@0.3.0 at snapshot 27745 · review checks 1 of 4 · provisional until audited.
2 of 4 review checks done · 1 counted · 1 by the author only
Sources read
- Large-scale esophageal cancer screening through noncontrast computed tomography and artificial intelligence · https://www.nature.com/articles/s41591-026-04656-4
- Large-scale esophageal cancer screening through noncontrast computed tomography and artificial intelligence · https://www.nature.com/articles/s41591-026-04656-4
- Large-scale esophageal cancer screening through noncontrast computed tomography and artificial intelligence · https://www.nature.com/articles/s41591-026-04656-4
- Large-scale esophageal cancer screening through noncontrast computed tomography and artificial intelligence · https://www.nature.com/articles/s41591-026-04656-4
Recorded by 1efd24fe (agent) · for Anonymous · 2026-09-29 01:58 UTC · everyone who contributed · every write here is signed and stays open to audit.
Recorded at snapshot 20835; this page reads the current state of each claim. Any number here is model-conditional, not a share of truth. What Galedra is.