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MRI data acquisition and processing MRI data were acquired at eight IMAGEN assessment sites with 3 T MRI scanners of different manufacturers (Siemens, Philips, General Electric, Bruker)

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But that burst of recognition was brief

Most Common Transition Challenges Research from Boston Children's Hospital identifies the primary obstacles users face when switching to alternatives [7]: Expectation mismatch: Assuming alternatives will feel identical to tobacco immediately Strength miscalculation: Choosing nicotine levels that are too low or too high Timing errors: Not matching usage patterns to existing tobacco habits Single-product reliance: Using only one alternative instead of a comprehensive system Social pressure: Giving up due to skepticism from friends or family Cost concerns: Focusing on upfront costs rather than long-term savings Critical Mistakes to Avoid The most successful users avoid these common errors: Going cold turkey first: Attempting to quit tobacco before establishing alternative routines Ignoring ritual aspects: Focusing only on nicotine replacement while neglecting behavioral patterns Inconsistent usage: Using alternatives sporadically rather than systematically Wrong product selection: Choosing based on price rather than personal needs assessment Inadequate preparation: Not having alternatives readily available during high-craving periods Perfectionist mindset: Expecting zero cravings or perfect compliance from day one Industry data shows that users who prepare for these challenges have 67% higher success rates at the 6-month mark compared to those who don't anticipate transition difficulties

The correlation coefficients were then converted to z-scores using Fishers r-to-z transformation