0.22.1

This is changing how studysets output ids when searching by metadata/annotations, before it was just the analysis id, but in order to properly differentiate (outside of the neurostore mechanism), study AND analysis ids are necessary.
A few more bug fixes around decoders and for transforming results back to brain maps from the new machine learning module.

What's Changed

🛠 Breaking Changes

• [FIX] Key get_analyses_by_metadata/annotations by full analysis id by @jdkent in #1168

🐛 Bug Fixes

• [FIX] Accept path-like Sleuth files in convert_sleuth_to_nimads_dict by @jdkent in #1171
• [FIX] Make download_cognitive_atlas work under pandas 3 by @jdkent in #1167
• [FIX] Stop spurious 'Citation not found' warnings in methods descriptions by @jdkent in #1170
• [FIX] Don't warn about the internal Dataset in Studyset.from_sleuth by @jdkent in #1169
• [FIX] Stop CorrelationDecoder.transform from deep-copying the fitted decoder by @jdkent in #1166
• [FIX] Accept decoder features with or without the feature_group prefix by @jdkent in #1165
• [FIX] Read weights back by the transpose in coefficient_image; add per-voxel atlas weights and Haufe patterns by @jdkent in #1164

Full Changelog: 0.22.0...0.22.1