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The phrase "although the causality of" is correct and usable in written English.
It can be used when discussing the relationship between cause and effect, particularly in contexts where there is uncertainty or complexity involved.
Example: "Although the causality of the observed phenomena remains unclear, further research is needed to establish a definitive link."
Alternatives: "despite the cause-and-effect relationship" or "even though the causation of".
Exact(9)
This result is similar to the findings of (Komakech et al. 2009), although the causality of this association remains to be demonstrated.
Although the causality of the observed effects still remains open, our results go along with others[15, 18, 19]and call for further testing on non-target arthropods under varying conditions" (p. 591).
Although the causality of these population cycles is under debate, some evidence suggests climate as an important factor [29], [54].
Although the causality of this relationship is unclear, the presence of proteorhodopsins in the streamlined genomes provides indirect evidence for their adaptive significance.
Interestingly, ancient WGDs tend to be associated with adaptive radiations of multiple lineages, although the causality of this relationship remains controversial (Soltis et al. 2009).
Hyperinsulinemia has long been a known risk factor for atherosclerosis, although the causality of the relationship is controversial, and the mechanism is unclear.
Similar(51)
Although we conclude that the causality of the observed effects is clear, the ability to generalize from this group of college/university students to others is uncertain.
Although some authors questioned the causality of the association of CRP with metabolic disorders and related chronic diseases [ 29], we found that childhood BMI was associated with elevated level of high-sensitivity CRP in adults.
In addition, we computed the attributable risk as an alternative means to evaluate the role of each risk factor in maternal complications associated with fetal macrosomia, Although it can not ensure the causality of association the attributable risk quantifies the magnitude of the proportion of MC that could be avoided by removing the risk factor.
He continued to write, like Ibsen, with a civic insistence on the causality of human behaviour.
"It's hard to disentangle the causality of these things.
More suggestions(3)
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com