← Back to the AI Evidence NetworkPermanent public evidence dossier

Counterfactual Inference of Second Opinions

output:b089bc5d64ae6e8212712c9f

This dossier keeps one entity, its published attributes, every direct edge and the supporting source snapshots under a stable URL.

Entity type · Research outputPublic dossier · indexable26 Sept 2026, 10:35

Identity extends only as far as the published stable identifier or explicit mapping. Similar names are not merged. Missing links mean not observed in the bounded sources—not absent in reality.

identity ≠ name similarity · edge ≠ causality
1direct evidenced connections
1exact-identifier edges
2referenced source snapshots
6published attributes
ONE-HOP EVIDENCE

Every direct connection and its proof

The relation label and evidence class describe the entire claim. Open the source record before drawing a broader conclusion.

Exact identifieredge:project-output:945719:b089bc5d64ae6e8212712c9f
Relationshiphas_observed_output
ProjectHumanML · Human-Centric Machine Learning
cordis_project_code

No additional excerpt published.

Open source ↗
PUBLISHED ATTRIBUTES

Fields retained with this identity

Attributes are descriptive source fields. They do not create cross-dataset identity unless an edge states that join explicitly.

Citation Count
2
Is Open Access
true
Open Aire Id
doi_dedup___::b343bac0ae1d63777f30d27d5023b3a4
Output Type
publication
Persistent Identifiers
2203.08653 · 10.48550/arxiv.2203.08653 · 21.11116/0000-000A-9942-F · 21.11116/0000-000A-9944-D · 21.11116/0000-000B-5E2D-B
Publication Date
2022-01-01
PROVENANCE

Inspect the source snapshots

A source snapshot describes what was available at collection time. Corrections and later publications can change future observations.

01
german-ai-research-to-transfer-indexdoi_dedup___::b343bac0ae1d63777f30d27d5023b3a4 · openaire_research_product_id
↗Open original source
02
german-ai-research-to-transfer-index945719:output:b089bc5d64ae6e8212712c9f · cordis_project_code
↗Open original source

Return to the full evidence network

Search every published entity, inspect one-hop neighbourhoods and find the bridges public data still cannot support.

Open Evidence NetworkExplore all tools