propensity score analysis blinded to outcome

[msecic]

How would you conduct propensity score analysis for an observational set of data (two non-randomized treatment groups and multiple baseline characteristics), but we want to be blinded to the outcome.  Would we just stop after calculation of the propensity scores?

Thank you for your insight!