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Paper Citation Record · LEDGER

The Need for Guardrails with Large Language Models in Medical Safety-Critical Settings: An Artificial Intelligence Application in the Pharmacovigilance Ecosystem

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2407.18322.

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

pith.paper-citation-record.v1
2407.18322 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:35:36.340940Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T11:04:37.491722Z

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

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T11:35:36.340940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:35:36.340940Z digest=sha256:79999c5cbf89241f94f3072a940a1d215ff9386dbc9e650da7f426f653302f96

Observation 18e231f5-ad1a-4a06-a7e4-713bbf78a5e1 · inbound

A Systematic Analysis of Declining Medical Safety Messaging in Generative AI Models cites this paper.

A Systematic Analysis of Declining Medical Safety Messaging in Generative AI Models The Need for Guardrails with Large Language Models in Medical Safety-Critical Settings: An Artificial Intelligence Application in the Pharmacovigilance Ecosystem

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T19:09:13.803860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:09:13.803860Z digest=sha256:15ce511ba0d4c6f22b12ce9668902d0858463769da682a5e49dd93765e470d8e

Observation f6e32a07-750a-46a4-8bbc-5722621125c1 · inbound

Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning cites this paper.

Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning The Need for Guardrails with Large Language Models in Medical Safety-Critical Settings: An Artificial Intelligence Application in the Pharmacovigilance Ecosystem

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T11:39:47.755638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:39:47.755638Z digest=sha256:8bc112cf84bfe1f352b7c7d6b4cd92da810b3c1c1d57b8c4b94d0aabc5a7135e

Observation 32b7fa89-d23f-4bad-a853-58a149376ad3 · inbound

Boundary-targeted Membership Inference Attacks on Safety Classifiers cites this paper.

Boundary-targeted Membership Inference Attacks on Safety Classifiers The Need for Guardrails with Large Language Models in Medical Safety-Critical Settings: An Artificial Intelligence Application in the Pharmacovigilance Ecosystem

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-22T08:11:17.586396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-22T08:06:45.896332Z digest=sha256:29ffe3c56a89fd85e4da0e8a94550997cc9508eae3450d5b3b1fd96b2be33356

Observation dd7ab6a0-ffaf-4bf9-a55b-c0ffaf352687 · inbound

Boundary-targeted Membership Inference Attacks on Safety Classifiers cites this paper.

Boundary-targeted Membership Inference Attacks on Safety Classifiers The Need for Guardrails with Large Language Models in Medical Safety-Critical Settings: An Artificial Intelligence Application in the Pharmacovigilance Ecosystem

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-25T05:45:24.330292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-25T05:42:55.999769Z digest=sha256:a95cfea66eca943cd8ff3ba4f86dd0250d8efe2277fa75674f5bcf88e3ae6a9c

Observation e5db4e7b-3d33-498e-b641-67c3611c5df8 · inbound

When Medical Safety Alignment Fails: A Benchmark for Evaluating LLMs on High-Risk Medical Queries cites this paper.

When Medical Safety Alignment Fails: A Benchmark for Evaluating LLMs on High-Risk Medical Queries The Need for Guardrails with Large Language Models in Medical Safety-Critical Settings: An Artificial Intelligence Application in the Pharmacovigilance Ecosystem

Reference 20

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T11:04:37.493200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-06-30T11:03:52.230759Z digest=sha256:d83b3dc89137bd3a925ed51c475380f52c0244344ca699e9f7a1d5cf019cffa4