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Table · dataset · 2026

Empirical Validation Dataset for Cross-Panel Psychiatric State Transport and the General Psychiatric State Index

Listed in HKU DataHub and figshare and Loughborough Research Repository — shown once because both records carry DOI 10.6084/m9.figshare.34004079.v1

Description

<p dir="ltr">This dataset provides derived data and empirical validation results for Cross-Panel Psychiatric State Transport (CPST) and the General Psychiatric State Index (GPSI), a framework for representing multidimensional psychiatric symptom burden as a continuous state coordinate and transporting that state across heterogeneous assessment panels.</p><p dir="ltr">The dataset contains two complementary empirical evaluations.

First, a same-participant cross-sectional bridge analysis was performed using data from 263 individuals with major depressive disorder assessed with multiple psychiatric and behavioral measures. Non-overlapping symptom panels were used to evaluate cross-panel agreement, directional invariance, holdout state reconstruction, and transport uncertainty. Second, longitudinal data containing repeated PHQ-9, GAD-7, and BDI-II assessments were used to evaluate whether within-person changes in psychiatric state were preserved across different measurement panels.</p><p dir="ltr">The package contains only derived state coordinates, change coordinates, and validation summaries; original questionnaire-level source data are not redistributed.

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Included outputs cover cross-panel correlations and agreement, principal-component directional comparisons, fixed holdout transport validation, reconstruction uncertainty calibration, longitudinal state-change concordance, direction-of-change agreement, and leave-one-subject-out validation.</p><p dir="ltr">The accompanying framework defines a psychiatric state coordinate \(G\), a cross-panel transport operator \(T\), transport uncertainty \(U\), and a longitudinal state-change transport operator \(T^\Delta\).

The data are intended for methodological research and reproducibility and do not constitute a diagnostic instrument or independently validated clinical decision rule.</p>

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Longitudinal study 65%
Provenance · 3 source records, 37 field assertions
SourceKeyLast seenRaw
HKU DataHuboai:figshare.com:article/340040795 d agoJSON v1
figshareoai:figshare.com:article/340040794 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/340040794 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].anzsrc:field:420313mapping · datahub hku hkvocabulary-mapper@1.0.0keywords['Mental health services']
concepts[field].anzsrc:field:420313mapping · figshare comvocabulary-mapper@1.0.0keywords['Mental health services']
concepts[field].anzsrc:field:420313mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Mental health services']
concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:computer-science-aimapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@1.0.0
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concepts[field].local:field:earth-environmentalmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:economics-financemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:engineeringmapping · figshare comconnector:figshare_com@1.0.0
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concepts[field].local:field:humanitiesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:life-sciencesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:materials-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:mathematics-statisticsmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:medicine-healthmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:medicine-healthmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:psychology-behavioralmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:psychology-behavioralmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:psychology-behavioralmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:social-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[method].local:method:longitudinal-studyenrichment · datahub hku hkkeyword-concept-rules@1.0.0title+description (65%)
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