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This cross-sectional analysis of the 2025 US residency match reveals that a medical school's position within the residency network hierarchy strongly predicts its graduates' outcomes, with students from highly connected institutions securing more competitive placements and lower debt while entering primary care less frequently than those from lower-ranked schools.
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