system doctor

← lab · at 2026-08-02T01:15:37.719775+00:00 · failed 1 · ran 8/2/2026

What this is: A one-off study — its numbers below are exactly what the run reported.

checks

check	detail	status
feed:api-football	last fetch 0.0h ago (max 8h)	ok
feed:kalshi	last fetch 5.2h ago (max 13h)	ok
feed:the-odds-api	last fetch 20.2h ago (max 26h)	ok
feed:espn	last fetch 0.1h ago (max 30h)	ok
odds:upcoming-24h	17/23 priced contests fresh (<14h); stale: Colorado Rapids v Austin, Los Angeles Galaxy v FC Dallas, Portland Timbers v Seattle Sounders, Cruz Azul v Atlante FC, Club America v Santos Laguna	FAIL
derived:metrics	last metric computed 18.5h ago (max 30h)	ok
derived:sims	last sim finished 18.5h ago (max 30h)	ok
results:finished-unscored	0 finished contests missing scores: none	ok
odds:multi-book	all upcoming competitions have >=3 fresh sportsbooks	ok
quota:api-football	435 requests today (plan ~150k/day)	ok
bets:stale-pending	0 pending >24h after all legs finished: none	ok

AUC	predictability: 0.50 = coin flip, ~0.70 = ceiling for sports
Importance	how much the model leans on this factor (permutation importance)
Direction	sign of the raw correlation with the outcome
Survives all eras	effect points the same way in every historical era

Spec · the reproducible recipe

{
  "kind": "doctor"
}