Constarium
← Search

Data · dataset · 2026

English Brief Dataset Description

Listed in ScienceDB

This dataset contains complete reproducible analytical resources for double machine learning causal inference on SLE single-cell transcriptomics data.

Description

The archive is organized into three core directories: raw analysis scripts, standardized output results, and publication figures, accompanied by a README document detailing data processing pipelines and parameter configurations. The underlying biological data derives from the public GSE189050 CITE-seq PBMC dataset of SLE patients and healthy controls, with all cell filtering, gene preprocessing, random partition grouping, and dimensionality reduction code fully enclosed for direct replication of all empirical results presented in the corresponding manuscript.

Links

Where it is published

Catalogue records · 1

Topics

Provenance · 1 source records, 13 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.4617511 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · scidb cnconnector:scidb_cn@1.0.0
concepts[field].anzsrc:group:3102enrichment · scidb cntaxonomy-embedding@1.0.0title+keywords+description (71%)
concepts[field].local:field:computer-science-aimapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:earth-environmentalmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:economics-financemapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:engineeringmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:humanitiesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:life-sciencesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:social-sciencemapping · scidb cnconnector:scidb_cn@1.0.0
descriptionsource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/description
license_textsource · scidb cnconnector:scidb_cn@1.0.0
publication_datesource · scidb cnconnector:scidb_cn@1.0.0
titlesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/title