NFL Integrity Checks

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NFL Integrity Checks

Structural checks of the imported schedule, including season-wide completeness and January 2027 games. These checks do not establish official final scores.

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Check Count

Release gate

Duplicate games, invalid teams, bad score formats and missing past scores require investigation. Even zero structural errors does not verify scores independently. Release requirements: independent final-score reconciliation, a dated and auditable odds source, a locked pregame-pick ledger, and chronological out-of-sample validation. Betting models remain research-only until these requirements are met. Never grade picks using unverified score candidates.