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Paper Citation Record · LEDGER

Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task

As of 10 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2606.11830.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2606.11830 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T09:55:01.205573Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

12 of 12 outbound references displayed

  • verified exact8
  • verified fuzzy0
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ce73714e-2b5e-48f2-9251-977ddf9f46be · outbound

This paper cites an unresolved cited work.

Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-06-27T09:55:01.205573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T09:55:01.205573Z digest=sha256:a711df307f6618761ef35a70f6e2cb66f303eb2b27186f5fdc99076250aaac6e

Observation f1ee7e46-344e-4605-9a66-91f06a091997 · outbound

This paper cites an unresolved cited work.

Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-06-27T09:55:01.205573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T09:55:01.205573Z digest=sha256:9496b4121b5e2321f62d43de3166bf8c1e265f8377971b1defaf1fe92f6f40e4

Observation b138915d-492a-4264-ab6d-6a0b7eadd3e1 · outbound

This paper cites API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs.

Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-07-03T10:37:56.932757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T09:55:01.205573Z digest=sha256:0006ca8d3e48616d788031d405441351b6ef896bdb17d28fa4d33299ef35a87a

Observation 5e8be954-2ab3-441f-88a8-2a22e80d956c · outbound

This paper cites Gorilla: Large Language Model Connected with Massive APIs.

Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task Gorilla: Large Language Model Connected with Massive APIs

Reference 4

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T10:37:56.938888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T09:55:01.205573Z digest=sha256:cf1a229fe19d71838b0d20c5bada9793e8ecd12762cb4a77aa4f67125c6af6bb

Observation ef5e05a1-b74c-4216-9604-007dd4c22527 · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-07-03T10:37:56.921004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T09:55:01.205573Z digest=sha256:d79db4464c9e335dc7de88bc409a5fc72466d8413c267452509b79191187225d

Observation 2f4cddb0-fea0-4544-bd36-1835165cd92e · outbound

This paper cites TaskBench: Benchmarking Large Language Models for Task Automation.

Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task TaskBench: Benchmarking Large Language Models for Task Automation

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-07-03T10:37:56.923529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T09:55:01.205573Z digest=sha256:e4b2c89968e4323c59f647a354abd069a5908bc2df3c967a673d8182454f8823

Observation be21e6b5-b2d1-4b83-9831-936a0473eb62 · outbound

This paper cites Organizing, orchestrating, and benchmarking agent skills at ecosystem scale.

Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task Organizing, orchestrating, and benchmarking agent skills at ecosystem scale

Reference 7

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T10:37:56.926054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T09:55:01.205573Z digest=sha256:c15a0457f97b972d579e4cdf4ce5d76f24cb3b49c1f147726959f312d19648f0

Observation b7e95f7d-e0cf-4af8-a04b-660ac8e03c0d · outbound

This paper cites SkillRouter: Skill Routing for LLM Agents at Scale.

Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task SkillRouter: Skill Routing for LLM Agents at Scale

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T09:55:01.205573Z digest=sha256:3741649675b45c342f992b9c914332dee75aee44ddbe470913b42290969d0d9d

Observation d871bf3b-58ad-475c-8892-61ec5967d61b · outbound

This paper cites Graph-of-Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills.

Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task Graph-of-Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-07-03T10:37:56.930080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T09:55:01.205573Z digest=sha256:d6bdf05fd453766ae53422af514efdd6aabf5d43dc951ada1685e6bcb9d42172

Observation dfe9deb2-7674-403b-b819-e261450aefaa · outbound

This paper cites Skillorchestra: Learning to route agents via skill transfer.

Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task Skillorchestra: Learning to route agents via skill transfer

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-07-03T10:37:56.910700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T09:55:01.205573Z digest=sha256:804faec8859885abc45c9741f1408da58e44c93600afb4654f8e8cb48b318cf3

Observation 63d799bf-8e45-4ede-8cf8-4c6396af17b0 · outbound

This paper cites SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks.

Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-07-03T10:37:56.936519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T09:55:01.205573Z digest=sha256:2399d6c9118cc0e3f30edc13f400a4cee19470bd07bca1e4af12f5f2cb687e5d

Observation 203faa39-a854-49dc-85c5-2d1c48d4fe33 · outbound

This paper cites Skillflow: Efficient skill and code transfer through communication in adapting ai agents.

Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task Skillflow: Efficient skill and code transfer through communication in adapting ai agents

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-07-03T10:37:56.915273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T09:55:01.205573Z digest=sha256:646757ad760ea93bbd39e02b131cd7b0de9a01f147d930ff765e8aea984be59e

Pith citing papers

No inbound Pith citation observations are available.