Whisk together olive oil and next 6 ingredients in a small bowl. Cover and chill up to 2 days.
Combine lettuce and next 3 ingredients in a large bowl; gradually add enough olive oil mixture to coat leaves, tossing gently. Sprinkle with croutons, and serve with remaining olive oil mixture.
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