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Mean EFC grade agreement stays higher than raw agreement for reference change ranges less than 0.0057072359681184 with constant MR-ART v1.0.2 grades and motion values.

In the Movement-Related ARTefacts (MR-ART) v1.0.2 dataset, we calculated a sufficient range of changes to participants’ standard entropy focus criterion (EFC) references for mean expert-grade agreement to remain higher than raw agreement, while grades and motion EFC values stay fixed. One reference change applies to the same participant in both head motion conditions, which have equal weight in the mean. Across the full sample of 148 participants, the sufficient condition is a change range below 0.0057072359681184. The corresponding limits are 0.0057388291952627 for 140 complete triplets and 0.006443288169841 for 119 participants with a standard scan graded 1. The limits are strict: equality is not included. The method gives a lower bound and can be conservative because condition-specific worst-case changes can conflict. The result applies to the recorded values and does not establish measurement accuracy, uncertainty for new participants, or actual standard-scan repeatability. MR-ART has one standard scan per participant, so repeat changes could not be measured. Artificial change tests are constructed checks, not repeat-scan observations.

MR-ART · MRI · entropy focus criterion · image quality · grade agreement · reference change · sensitivity bound · repeatability

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References

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  1. usesEFC grade agreement is higher than all controls in two MR-ART samples with 140 and 119 participants sci:sha256:f87c35a0fc4f4e000daa266a294713621c3d31c3751ebebe7593a2242219c619

    Uses the three sample definitions and 12 raw or own EFC point rows as exact fixtures. New code checks those rows and calculates conditional reference-change bounds. This relation does not reproduce the earlier permutation banks or exclusion tests.

  2. usesThe MR-ART v1.0.2 tables have no second standard scan for an EFC error variance estimate. sci:sha256:4a1123f5bf4e65dd02508e2be8eb30e35a04213588a790260d36ea7a0254bf7b

    Uses the identified absence of second standard scans and its repeat-measurement question. The new finite-data range criterion gives a sufficient check for future aligned standard differences. It estimates no repeat error variance.

  3. usesdoi:10.18112/openneuro.ds004173.v1.0.2

    The analysis uses the recorded MR-ART ds004173 v1.0.2 summary tables and grades. The exact version and CC0 license are recorded in the source metadata and manifest.

  4. doi:10.1038/s41597-022-01694-8
  5. doi:10.1371/journal.pone.0301132

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