Paper Citation Record · LEDGER

Polaris: A Safety-focused LLM Constellation Architecture for Healthcare

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2403.13313.

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

pith.paper-citation-record.v1
2403.13313 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:14:53.940329Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T20:10:07.799341Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0b65d88f-dd4a-4eec-9c2e-a62face4dcc5 · inbound

What does AI consider praiseworthy? cites this paper.

What does AI consider praiseworthy? Polaris: A Safety-focused LLM Constellation Architecture for Healthcare

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T11:14:53.940329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b99569f-64c6-4642-82d6-bf18e32b602c · inbound

Robustness tests for biomedical foundation models should tailor to specifications cites this paper.

Robustness tests for biomedical foundation models should tailor to specifications Polaris: A Safety-focused LLM Constellation Architecture for Healthcare

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T18:21:00.647420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df98fd0a-b247-435b-b95e-05575c6f0ef3 · inbound

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review Polaris: A Safety-focused LLM Constellation Architecture for Healthcare

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:57:38.217228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d07c2f12-33ee-4dca-88b8-fa12fb3fdac0 · inbound

LLM-Powered AI Agent Systems and Their Applications in Industry cites this paper.

LLM-Powered AI Agent Systems and Their Applications in Industry Polaris: A Safety-focused LLM Constellation Architecture for Healthcare

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-22T14:06:37.801693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5604cdbd-bb64-4c58-8bdb-504ae7271c7e · inbound

MedSentry: Understanding and Mitigating Safety Risks in Medical LLM Multi-Agent Systems cites this paper.

MedSentry: Understanding and Mitigating Safety Risks in Medical LLM Multi-Agent Systems Polaris: A Safety-focused LLM Constellation Architecture for Healthcare

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T13:52:03.874460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e02af986-2e24-48f4-9701-0a39ab470f0c · inbound

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data cites this paper.

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data Polaris: A Safety-focused LLM Constellation Architecture for Healthcare

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:38.221064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19588bdc-b026-40d5-a28b-741517e14574 · inbound

Dr.Copilot: A Multi-Agent Prompt Optimized Assistant for Improving Patient-Doctor Communication in Romanian cites this paper.

Dr.Copilot: A Multi-Agent Prompt Optimized Assistant for Improving Patient-Doctor Communication in Romanian Polaris: A Safety-focused LLM Constellation Architecture for Healthcare

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T17:17:23.660739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ee4db6a-18e3-46d1-b9f3-9703bd09669d · inbound

ClinConsensus: A Physician-Calibrated Benchmark for Evaluating Clinical Rubric Coverage in Chinese Medical LLMs cites this paper.

ClinConsensus: A Physician-Calibrated Benchmark for Evaluating Clinical Rubric Coverage in Chinese Medical LLMs Polaris: A Safety-focused LLM Constellation Architecture for Healthcare

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T19:31:01.422810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9265998c-0fbb-48aa-ba07-ab71d9846ad3 · inbound

From Pre-trained Models to Large Language Models: A Comprehensive Survey of AI-Driven Psychological Computing cites this paper.

From Pre-trained Models to Large Language Models: A Comprehensive Survey of AI-Driven Psychological Computing Polaris: A Safety-focused LLM Constellation Architecture for Healthcare

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T12:40:00.348659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bf5b4f1e-b1af-474b-9667-15a052ca06f1 · inbound

Do No Harm? Hallucination and Actor-Level Abuse in Web-Deployed Medical Large Language Models cites this paper.

Do No Harm? Hallucination and Actor-Level Abuse in Web-Deployed Medical Large Language Models Polaris: A Safety-focused LLM Constellation Architecture for Healthcare

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T05:53:59.366744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 80430394-d9b3-410a-b0fd-bdf77f9508f8 · inbound

Bridging the Post-discharge Gap: A Traceable Multi-agent Framework for Safe and Continuous Care cites this paper.

Bridging the Post-discharge Gap: A Traceable Multi-agent Framework for Safe and Continuous Care Polaris: A Safety-focused LLM Constellation Architecture for Healthcare

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T20:10:07.801896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7b41523b-1653-4425-a5df-c42d5881f6ff · inbound

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments cites this paper.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Polaris: A Safety-focused LLM Constellation Architecture for Healthcare

Reference 198

Resolution: unresolved; no resolver link, observed 2026-08-10T04:59:12.985766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.