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Fixing incorrect battery readings

My phone is showing incorrect battery charge percentage. For example, when it is on it shows 6% left, when I restart it or turn it off and plug in a charger, it shows 24%. So, I charge it to 92% (with the phone off) and when I turn it back on, it shows 84%. Is there a way to fix it? I mean the one that really works?
 

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