The patterns of relapse and abstinence: using machine learning to identify a multidimensional signature of long-term outcome after inpatient alcohol withdrawal treatment.

While patients without structured aftercare were somewhat more frequent in the non-abstinent group, the association between the number of post-treatment interventions and outcome did not reach statistical significance (χ 2 = 4.21, p = 0.38; Supplementary Table 3 ).

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This process was repeated until an LV failed to reach significance (for further details, see Supplementary Methods ).

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