Think of hospital bond deals like playing Russian roulette: If you win, traders say, you feel just great once your hands stop shaking.

A roiled health-care system has turned the hospital industry upside down. Beset by rising overhead costs, increasing competition, and snarled third-party Medicare, Medicaid, and private payment systems, even efficient hospitals find that profitability is a daunting goal.

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