Steward Document-QC review box on the application detail

Shipped: July 14, 2026 at 9:53 PM UTC
Author: kamo
Commit: c56165b

Adds a "Document QC" section to the loan detail: the queue of low-confidence AI extractions with confirm / correct / reject per field (each decision trains the model and applies confirmed values to the URLA), plus a training-data export. Wires the /api/security/mlos/qc proxy + qcApi client.

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