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If series resistance varied more than 20% or increased above 50 MΩ, the data were discarded.
Low abundance of scatterers in the water column during summer (December February) reduced the data quality below 600 m depth and these data were discarded.
Data were discarded from only 1.2% of subjects due to poor quality, reflecting the high fidelity of data collection and scoring methods.
In such cases, the data were discarded.
The raw data was downloaded and experiments without raw data were discarded.
Models failing to correctly predict the additional activity data were discarded.
The collected data were reviewed and checked for completeness before data entry and incomplete data were discarded.
All the non-speech parts, the speech parts corresponding to transcriptions with pronunciation errors, incomplete sentences, and short speech utterances from the speech data were discarded.
We have performed filtering procedures to exclude from our analysis the data affected by systematic errors (≈10% of data were discarded).
The first five time points of the resting-state data were discarded due to instability of the initial MRI signal, leaving 175 time points remaining for further processing.
Outlying data were discarded and the tissue reanalyzed.
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CEO of Professional Science Editing for Scientists @ prosciediting.com