# Addressing Instrument-Outcome Confounding in Mendelian Randomization through Representation Learning

ORID `zxJXgfCm63` · **claim-faithful** repair 2026-07-27T19:01:23.149109+00:00

Paper-style claim pages with **inline numbers** and linked `evidence/` artifacts.

## Claims

- [Claim 1: 01-autoencoder-satisfying-reconstruction-cross-envi](./01-autoencoder-satisfying-reconstruction-cross-envi/) — VERIFIED (2/2)
- [Claim 2: 02-extends-identification-general-diffeomorphic-smo](./02-extends-identification-general-diffeomorphic-smo/) — VERIFIED (2/2)
- [Claim 3: 03-establishes-valid-instrument-bijective-measurabl](./03-establishes-valid-instrument-bijective-measurabl/) — VERIFIED (2/2)
- [Claim 4: 04-semi-synthetic-experiments-use-genetic-variants](./04-semi-synthetic-experiments-use-genetic-variants/) — VERIFIED (2/2)
- [Claim 5: 05-proposed-sls-sls-estimators-achieve](./05-proposed-sls-sls-estimators-achieve/) — VERIFIED (2/2)
- [Claim 6: 06-partial-identification-remains-unbiased-while](./06-partial-identification-remains-unbiased-while/) — VERIFIED (2/2)
- [Conclusion](./conclusion/)

## Artifacts

- [`evidence/claim_1.json`](../evidence/claim_1.json)
- [`evidence/claim_2.json`](../evidence/claim_2.json)
- [`evidence/claim_3.json`](../evidence/claim_3.json)
- [`evidence/claim_4.json`](../evidence/claim_4.json)
- [`evidence/claim_5.json`](../evidence/claim_5.json)
- [`evidence/claim_6.json`](../evidence/claim_6.json)