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Table 1.

Inclusion/Exclusion criteria.

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Fig 1.

PRISMA.

Flow diagram of literature acquisition leading to final selection of papers for the scoping review.

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Table 2.

Themes and sub-themes.

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Fig 2.

Sunburst chart of themes and sub-themes.

This sunburst diagram presents the coverage of themes and sub-themes across the evidence base.

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Fig 3.

Articles by subspecialty.

Bar chart displaying the number of papers in the review separated by neurosurgical subspecialty.

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Fig 4.

Word cloud of treatments and conditions.

Visual representation of word frequencies associated with neurosurgical treatments and conditions (visualisation performed using NVivo 14).

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Fig 5.

World choropleth.

World map showing the number of publications by lead author country of origin (Geographic visualisation of citation counts per country was performed using GeoPandas [40]).

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Fig 6.

Sample sizes.

Box plot of sample size variability for studies using interview and focus group methods.

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Fig 7.

Articles over time.

Line graph of publications over time.

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Fig 8.

Field weight citation impact.

Line graph of FWCI over time with a value of 1 highlighted representing performing as expected.

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