It suggests a conclusion reached through reasoning or inference, but without certainty.
Here are some synonyms for "surmised":
* Guessed
* Inferred
* Assumed
* Deduced
* Conjectured
* Hypothesized
Example:
"Based on the footprints in the snow, I surmised that a large animal had passed through the forest."