Dependency issue with networkx

[celprov]

What happened?

For some good reason not relevant here, I'm trying to run MRIQC locally.
However, I'm getting dependency error with networkx.

Locally, the pip installation installs networkx v.3.1. However, in that version the function 'to_scipy_sparse_matrix' has changed name to 'to_scipy_sparse_array'

What command did you use?

I created a new environment to host my MRIQC v23.1.0 installation

conda create -n mriqc-23.1.0 python
conda activate mriqc-23.1.0

I then install MRIQC and dependencies with pip
python -m pip install -U mriqc==23.1.0

and run MRIQC barebone

What version of the software are you running?

mriqc 23.1.0 or 23.0.1, networkx 3.1

How are you running this software?

Local installation ("bare-metal")

Is your data BIDS valid?

Yes

Are you reusing any previously computed results?

No

Please copy and paste any relevant log output.

AttributeError: module 'networkx' has no attribute 'to_scipy_sparse_matrix'

Additional information / screenshots

No response