Trouble w/turn play

[me454555]

Party Poker 2/4 Hold'em (10 handed)

Preflop: Hero is SB with K/images/graemlins/heart.gif, A/images/graemlins/spade.gif.
<font color="CC3333">UTG raises</font>, <font color="666666">7 folds</font>, <font color="CC3333">Hero 3-bets</font>, BB calls, UTG calls.

Flop: (9 SB) 6/images/graemlins/spade.gif, J/images/graemlins/diamond.gif, Q/images/graemlins/spade.gif <font color="blue">(3 players)</font>
<font color="CC3333">Hero bets</font>, BB calls, UTG calls.

Turn: (6 BB) 5/images/graemlins/heart.gif <font color="blue">(3 players)</font>
Hero checks, BB checks, <font color="CC3333">UTG bets</font>, Hero calls, BB folds.

I feel I should have bet this seeing as how I called anyway.

River: (8 BB) 7/images/graemlins/heart.gif <font color="blue">(2 players)</font>
Hero checks, <font color="CC3333">UTG bets</font>, Hero folds.

Final Pot: 9 BB
<font color="green">Main Pot: 8 BB, won by UTG.</font>
<font color="green">Pot 2: 1 BB, returned to UTG.</font>

[TRWIII]

On the turn you have 4 strong outs to the nuts and 6 decent outs to TPTK. Even if you discount your overcard outs as far as Ed does in his book (to 1.5 outs for each overcard), Youve got 7 outs which is 6 to 1. You're going to see the river regardless. Im thinking its best to bet out the turn and try to pick up the pot right then (and call a raise getting 9 to 1).

Just my 2 cents,
TRWIII