DR GPT™ LabsP+Poker Plus AI
Lessons

Three lessons in deciding with missing information

1. Count your outs

An out is a card that would make your hand. A flush draw has 9 outs: 13 cards of a suit, minus the 4 you can already see. With two cards still to come, the rule of 4 gives a fast estimate: outs times 4, so 9 outs is about 36 percent. With one card to come, use the rule of 2: about 18 percent.

Off the table: before a hard choice, list what would have to go right. Counting your outs turns a feeling into a number you can discuss.

2. Price the call

If the pot is 100 and someone bets 50, you pay 50 to win 150. You need to win at least 50 out of 200 total, which is 25 percent of the time, for the call to break even. If your chance is higher than the price, calling is the better long-run decision.

Off the table: weigh the cost of acting against the size of the reward and your honest odds, not your hopes.

3. Judge decisions, not results

Even a 75 percent favorite loses one time in four. Strong players review whether the decision was right, not whether it won. In the ER, I teach the same habit: a good decision process protects you when luck turns.

These lessons teach probability and judgment. They are not encouragement to gamble. If gambling stops being fun, call or text 1-800-GAMBLER.

Written by , board-certified emergency physician. Last reviewed October 25, 2026.

P+

Share this page

Point a phone camera at the code, or send the link to someone who needs it.

Download QR code

Post it: LinkedInFacebookXWhatsAppEmail

Free branded QR codes by QR Medic, a DR GPT™ Labs tool.

Book Harvey to speak. I speak on AI, leadership and deciding under pressure.
Harvey Castro, MD, MBA: board-certified emergency physician, five TEDx talks, keynotes in English and Spanish.
Book Harvey to speak
Get my free DR GPT™ newsletter
Plain-language health and AI updates from an ER physician, about twice a week. New free tools land there first.
Subscribe free