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Paper Citation Record · LEDGER

Cross-Platform Evaluation of Large Language Model Safety in Pediatric Consultations: Evolution of Adversarial Robustness and the Scale Paradox

As of 7 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 0 inbound Pith citation observations for arXiv:2601.09721.

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

pith.paper-citation-record.v1
2601.09721 v1

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T14:01:05.823992Z

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

3 of 3 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8b11b2df-1105-4fa2-a56e-e79d42542bf7 · outbound

This paper cites Language models are susceptible to incorrect patient self-diagnosis in medical applications.

Cross-Platform Evaluation of Large Language Model Safety in Pediatric Consultations: Evolution of Adversarial Robustness and the Scale Paradox Language models are susceptible to incorrect patient self-diagnosis in medical applications

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-03T14:01:05.673358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T14:01:05.673358Z digest=sha256:8b3a843ba521b328621d0dff763ee3a88e114ff5810ef59be57b5456cea8b554

Observation 54cddc30-449d-4108-a3e1-fb01b507f96d · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Cross-Platform Evaluation of Large Language Model Safety in Pediatric Consultations: Evolution of Adversarial Robustness and the Scale Paradox Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-03T14:01:05.757616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T14:01:05.757616Z digest=sha256:3a43341db108cf2b197300beda5dc9a82e63c8636ba0fe4325106939ceaee502

Observation ca6da547-36a8-400f-8806-751ac54a6d42 · outbound

This paper cites Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine.

Cross-Platform Evaluation of Large Language Model Safety in Pediatric Consultations: Evolution of Adversarial Robustness and the Scale Paradox Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-03T14:01:05.823992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T14:01:05.823992Z digest=sha256:8ca33627d65a2776990ab2702507fef29cef6ae56ca5328764c477daa08b84a9

Pith citing papers

No inbound Pith citation observations are available.