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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 11 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 2026-08-11T06:34:44.6726+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=sha256:6f84dc3e14b58727a08287793280bbc8fc8a812b92f9f18db6316f90b64caace

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:af0cba8d88dccfff9a10e21f65512b010b2ada72b5c9c9db8bdd1371f1116523

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:b7a04c9b8148a81fdb7f885997b2c47fd5a6b673269480413bdaa5b770fc173e

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-22T08:06:45.896332Z digest=sha256:0fde4c948e5e6188acac85add4f054dcd68ead8858554bbdf388018a6bb7562b

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-25T05:42:55.999769Z digest=sha256:f7c102982f7511571904b2d066b02163bfc7b6ddb8cf80880ff8e818af8069db

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-06-30T11:03:52.230759Z digest=sha256:2003765f37532e001e4734e5bcd35ecfff2755eddf2a495603dcd9ff5a28efcd