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>
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<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>
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- DOI doi.org/10.1371/journal.pone.0354342.t003 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
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Provenance · 1 source records, 20 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33868298 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:440710 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Science Policy'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[modality].local:modality:audio | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:text | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |