Constarium
← Search

Table · dataset · 2026

<p>Subgroup analysis: paired contrasts vs. Text-only on the clinically ambiguous subgroup (short-speech <0.89 s non-Healthy, <i>n</i> = 77 clips from 13 participants). Fold-level paired <i>t</i>-tests on 18 of 25 GroupKFold folds (per the pre-specified small-stra<i>t</i>um exclusion criterion defined in Methods). Only Audio+Text shows a statistically detectable advantage over Text-only at . A sensitivity analysis replacing the 7 excluded folds with and re-testing on all 25 folds yields <i>t</i><sub>24</sub> = 2.26, <i>p</i> = 0.033 for Audio+Text vs. Text-only, confirming the result is not driven by the exclusion. This subgroup contrast is exploratory and uncorrected; see Discussion (<i>Statistical multiplicity and the post-hoc nature of subgroup contrasts</i>) for the multiplicity caveat.</p>

Listed in figshare

<p>Subgroup analysis: paired contrasts vs. Text-only on the clinically ambiguous subgroup (short-speech <0.89 s non-Healthy, <i>n</i> = 77 clips from 13 participants).

Description

Fold-level paired <i>t</i>-tests on 18 of 25 GroupKFold folds (per the pre-specified small-stra<i>t</i>um exclusion criterion defined in Methods). Only Audio+Text shows a statistically detectable advantage over Text-only at .

A sensitivity analysis replacing the 7 excluded folds with and re-testing on all 25 folds yields <i>t</i><sub>24</sub> = 2.26, <i>p</i> = 0.033 for Audio+Text vs. Text-only, confirming the result is not driven by the exclusion. This subgroup contrast is exploratory and uncorrected; see Discussion (<i>Statistical multiplicity and the post-hoc nature of subgroup contrasts</i>) for the multiplicity caveat.</p>

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Audio 75% · Text 75%
Provenance · 1 source records, 20 field assertions
SourceKeyLast seenRaw
figshareoai:figshare.com:article/3386829811 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · figshare comconnector:figshare_com@1.0.0
concepts[field].anzsrc:field:440710mapping · figshare comvocabulary-mapper@1.0.0keywords['Science Policy']
concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:earth-environmentalmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:humanitiesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:psychology-behavioralmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
concepts[modality].local:modality:audioenrichment · figshare comkeyword-concept-rules@1.0.0title+description (75%)
concepts[modality].local:modality:textenrichment · figshare comkeyword-concept-rules@1.0.0title+description (75%)
descriptionsource · figshare comconnector:figshare_com@1.0.0/metadata/dc/description
licensesource · figshare comconnector:figshare_com@1.0.0/metadata/dc/rights
publication_datesource · figshare comconnector:figshare_com@1.0.0
titlesource · figshare comconnector:figshare_com@1.0.0/metadata/dc/title