Paper Citation Record · LEDGER

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs

As of 20 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2608.11830.

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

pith.paper-citation-record.v1
2608.11830 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:28:51.298445Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

29 of 29 outbound references displayed

verified exact9
verified fuzzy0
unresolved12
parse uncertain0
malformed identifier6
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 79fae926-5dbe-4ff7-b0fa-2a69e15adca7 · outbound

This paper cites an unresolved cited work.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Unresolved cited work

Reference 1

Resolution: malformed identifier; no resolver link, observed 2026-08-16T00:28:50.975815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2481ab8a-a206-4799-b675-cfc59e828519 · outbound

This paper cites Bentley, Luca Belli, Adam M.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Bentley, Luca Belli, Adam M

Reference 2

Resolution: malformed identifier; doi_truncated, observed 2026-08-16T00:28:52.119771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 678679bd-ee7b-461d-a730-4049fedbd8df · outbound

This paper cites an unresolved cited work.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-16T00:28:52.108453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a4877528-d909-444c-abfc-88fd49ebb103 · outbound

This paper cites Mental Health AI Safety Claims Must Preserve Temporal Evidence.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Mental Health AI Safety Claims Must Preserve Temporal Evidence

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:28:52.055291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a3601054-3559-4c8f-a7ef-f0ff05d734fd · outbound

This paper cites Gazi, Carla Gorban, Carolyn I.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Gazi, Carla Gorban, Carolyn I

Reference 5

Resolution: verified exact; raw_fallback, observed 2026-08-16T00:28:52.436748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b0ea1d6d-ab1a-4273-8ebb-ae67b19c3c7d · outbound

This paper cites Measuring the environmental impact of delivering AI at Google Scale.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Measuring the environmental impact of delivering AI at Google Scale

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T00:28:50.995207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ae412b6-3c95-4ef3-93b5-e8ba4c77f872 · outbound

This paper cites LLMCarbon: Modeling the end-to-end Carbon Footprint of Large Language Models.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs LLMCarbon: Modeling the end-to-end Carbon Footprint of Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T00:28:50.998977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 083438b5-2a18-4e32-8854-b6159838338e · outbound

This paper cites an unresolved cited work.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Unresolved cited work

Reference 8

Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T00:28:52.342786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 953cd405-3bcb-42ef-9a72-2e40e92e6e50 · outbound

This paper cites an unresolved cited work.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:28:52.587149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation acd2d883-6afe-4f03-abe2-0ac69d7f5df6 · outbound

This paper cites an unresolved cited work.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:28:52.488396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 13a4f430-06e8-4690-8406-0fbf566f68e6 · outbound

This paper cites Training Compute-Optimal Large Language Models.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Training Compute-Optimal Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T00:28:51.015865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03865e1b-13d1-4f93-a9f1-179aef64ec02 · outbound

This paper cites an unresolved cited work.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T00:28:51.020449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f45ec0b0-a996-403d-85da-bf06a9dc7b1c · outbound

This paper cites an unresolved cited work.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Unresolved cited work

Reference 13

Resolution: malformed identifier; no resolver link, observed 2026-08-16T00:28:51.023281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68ec21fb-1ceb-443b-9a26-dc0dc25c66e0 · outbound

This paper cites an unresolved cited work.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-08-16T00:28:51.768637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 39d35776-9be5-4113-97a5-f00579fd0880 · outbound

This paper cites JMedEthicBench: A Multi-Turn Conversational Benchmark for Evaluating Medical Safety in Japanese Large Language Models.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs JMedEthicBench: A Multi-Turn Conversational Benchmark for Evaluating Medical Safety in Japanese Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T00:28:51.120333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78f96a10-5105-412f-bf9e-708d29156b1c · outbound

This paper cites an unresolved cited work.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:28:52.476538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 747f2915-e2d7-4e95-a61b-57a12b2133ee · outbound

This paper cites an unresolved cited work.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T00:28:51.248756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 603480c3-da63-4a2f-bbf8-c7a8793fbf1a · outbound

This paper cites Maity and M.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Maity and M

Reference 18

Resolution: malformed identifier; raw_fallback, observed 2026-08-16T00:28:52.465018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a4ac1563-0808-4e2e-be3c-553e061cf443 · outbound

This paper cites an unresolved cited work.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Unresolved cited work

Reference 19

Resolution: verified exact; doi, observed 2026-08-16T00:28:51.693137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d0bc18ff-c305-4a3e-8c73-c04f7451972d · outbound

This paper cites Richardson, Angel Y.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Richardson, Angel Y

Reference 20

Resolution: verified exact; doi, observed 2026-08-16T00:28:51.575226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 480fdae1-0971-480e-a359-9070963c5242 · outbound

This paper cites Lavista Ferres.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Lavista Ferres

Reference 21

Resolution: malformed identifier; no resolver link, observed 2026-08-16T00:28:51.275710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 373bf1d9-7bb8-4c68-9692-df63131cff78 · outbound

This paper cites Quantifying the Energy Consumption and Carbon Emissions of LLM Inference via Simulations.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Quantifying the Energy Consumption and Carbon Emissions of LLM Inference via Simulations

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T00:28:51.278600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7720cac9-8c0d-408b-9087-48be67915c9e · outbound

This paper cites an unresolved cited work.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:28:52.452957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b94412b5-669c-4056-a9ef-6e69c8bdaada · outbound

This paper cites Smith, and Oren Etzioni.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Smith, and Oren Etzioni

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T00:28:51.286967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 690cd5e3-a8c5-4b66-b96b-9289dcaeaed6 · outbound

This paper cites Stamatis, Jonah Meyerhoff, Richard Zhang, Olivier Tieleman, Matteo Malgaroli, and Thomas D.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Stamatis, Jonah Meyerhoff, Richard Zhang, Olivier Tieleman, Matteo Malgaroli, and Thomas D

Reference 25

Resolution: malformed identifier; no resolver link, observed 2026-08-16T00:28:51.290277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57829932-56b4-444e-8d2d-2a0c1f51d20a · outbound

This paper cites an unresolved cited work.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-16T00:28:51.430899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f637c2c4-3413-4e40-914f-dc7ccc961059 · outbound

This paper cites Linear Motility Maps in Nonlinear Viscous Fluids.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Linear Motility Maps in Nonlinear Viscous Fluids

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-08-16T00:28:52.140659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b79c5cdb-d3e3-4e75-806a-b523b913c45c · outbound

This paper cites an unresolved cited work.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Unresolved cited work

Reference 28

Resolution: verified exact; doi, observed 2026-08-16T00:28:51.392113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3a439572-b3bf-4bc0-9da4-7ab5bb2f3eaa · outbound

This paper cites Preprint.

Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs Preprint

Reference 2026

Resolution: verified exact; doi, observed 2026-08-16T00:28:51.984593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.