Some health-care companies are pulling back the curtain on medical privacy without ever accessing personal medical records, by probing readily available information from data brokers, pharmacies and social networks that offer indirect clues to an individual's health.

Companies specializing in patient recruitment for clinical trials use hundreds of data points—from age and race to shopping habits—to identify the sick and target them with telemarketing calls and direct-mail pitches to participate in research.

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