Pith. sign in

Paper Citation Record · LEDGER

High-Stakes Decisions with Language Models: Insights from Emergency Triage

As of 13 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2608.01361.

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

pith.paper-citation-record.v1
2608.01361 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:22:52.659590Z

measured 26 of 26 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 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

26 of 26 outbound references displayed

  • verified exact4
  • verified fuzzy10
  • unresolved11
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 339f993f-7e5b-45c1-adf5-dd5f44a42603 · outbound

This paper cites an unresolved cited work.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T00:22:50.949166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:22:50.949166Z digest=sha256:a17d31363a058675faf2a2be3d2a29f45e2c0a33f7185f7f80073472fdd97956

Observation f8640ecb-9247-4de9-9972-f3eded215827 · outbound

This paper cites Internal Representation, Not Clinical Knowledge: Where Apparent LLM Triage Failures Originate.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Internal Representation, Not Clinical Knowledge: Where Apparent LLM Triage Failures Originate

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-08-06T00:22:53.695924Z

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.

source=pdf_text observed=2026-08-06T00:22:51.036948Z digest=sha256:a34e6f6197ffa724e42b3997a545aa2263b38f8d82456f624550aa925b741f28

Observation e13f29b6-9194-44e2-97f9-8c16f3a60d43 · outbound

This paper cites Limitations of large language models in clinical problem-solving arising from inflexible reasoning, Nov 2025.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Limitations of large language models in clinical problem-solving arising from inflexible reasoning, Nov 2025

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:22:53.850660Z

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.

source=pdf_text observed=2026-08-06T00:22:51.072083Z digest=sha256:011a6ff85fc92d5a475cd532955c65c10d2e8d84e10b0e16f1047c5faa9c5624

Observation 1f6c86f2-7477-4d7a-9ef0-e9cc5d80f773 · outbound

This paper cites Evaluating large language model workflows in clinical decision support for triage and referral and diagnosis, May 2025.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Evaluating large language model workflows in clinical decision support for triage and referral and diagnosis, May 2025

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:22:53.842343Z

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.

source=pdf_text observed=2026-08-06T00:22:51.126525Z digest=sha256:32aef52cddf9d1eb232aaabd36d5e6cd5b707e4baa63594a7278584a8d725418

Observation 68214dc7-8a1b-4f5b-b1ca-2e5ab51126b7 · outbound

This paper cites an unresolved cited work.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T00:22:51.197771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:22:51.197771Z digest=sha256:4c5f960f5615274123cb3197b152b513705b580289db83e011808de9cdeb1e9c

Observation 8f3e9f52-b64e-4f9d-aa92-79e1b81b516d · outbound

This paper cites Auger and Gregory Scott.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Auger and Gregory Scott

Reference 6

Resolution
verified exact
doi, observed 2026-08-06T00:22:53.161413Z

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.

source=pdf_text observed=2026-08-06T00:22:51.252667Z digest=sha256:84c518c313b139685d5dd60b72117e95b76c180fde16c1f3f36539a00ceb0a49

Observation 9e0c27b5-c405-4bc4-96dd-ab561f8df717 · outbound

This paper cites Meuth, Lennert Böhm, and Marc Pawlitzki.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Meuth, Lennert Böhm, and Marc Pawlitzki

Reference 7

Resolution
malformed identifier
no resolver link, observed 2026-08-06T00:22:51.315246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:22:51.315246Z digest=sha256:35f6f51168b0df3414205851502ee9f6e1299b40484cf8224981360312851320

Observation 03a263da-6029-4d54-b388-68203b5f2c10 · outbound

This paper cites Te, Steven A.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Te, Steven A

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T00:22:51.351416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:22:51.351416Z digest=sha256:3edb1aef1638f74548c4468c4660ec3d47cc98a56cc4a63756632263eae3bb54

Observation f14cb947-2a0c-4a8a-93f8-be2e7183735a · outbound

This paper cites Princeton University Press, Princeton, NJ, USA, 1944.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Princeton University Press, Princeton, NJ, USA, 1944

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:22:53.833517Z

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.

source=pdf_text observed=2026-08-06T00:22:51.405895Z digest=sha256:3bb83509a40a97309e028fb0a4dc8ea5e180ac26b0f2dd5f13bc4a27558e6fb4

Observation 1626f4d9-4eac-4901-a3c5-0433c9906f93 · outbound

This paper cites Courier Corporation, 1972.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Courier Corporation, 1972

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:22:53.824620Z

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.

source=pdf_text observed=2026-08-06T00:22:51.459968Z digest=sha256:adf9bb7421373475a94473e7344a3820f16217daca78a3c438050c2896b21378

Observation da09db5c-e822-4f6a-8abc-120413753d80 · outbound

This paper cites Decision theory in expert systems and artificial intelligence.International journal of approximate reasoning, 2(3):247–302, 1988.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Decision theory in expert systems and artificial intelligence.International journal of approximate reasoning, 2(3):247–302, 1988

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:22:53.815607Z

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.

source=pdf_text observed=2026-08-06T00:22:51.522120Z digest=sha256:a503805850b82d588df76e0c136594686018f10ab6bc888f1e09637f3ab481a1

Observation f9d4aed5-a6e0-42e0-9172-6517ee2a8f5c · outbound

This paper cites Mack, George Ruiz, Mark S.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Mack, George Ruiz, Mark S

Reference 12

Resolution
verified exact
doi, observed 2026-08-06T00:22:52.932755Z

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.

source=pdf_text observed=2026-08-06T00:22:51.569291Z digest=sha256:501e1e1964d90044983d9adf5b50c395d103f66829583cb44924884475a216d2

Observation 7d439f97-8436-49ae-95b7-198d6cf38925 · outbound

This paper cites Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T00:22:51.629659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:22:51.629659Z digest=sha256:97da0ccf8deb2e0dc1e692c55170e068e15a510040e3981652b6e2c45555829f

Observation a65c4fb5-7657-47f5-b86b-de2e08af1f48 · outbound

This paper cites When do llm preferences predict downstream behavior?, 2026.

High-Stakes Decisions with Language Models: Insights from Emergency Triage When do llm preferences predict downstream behavior?, 2026

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T00:22:51.689462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:22:51.689462Z digest=sha256:57eb22a446271f182ea79b431dd29d636d6fcdbb32c05f233f5f74899c3549dc

Observation 67ea7748-f1e6-483b-86af-060fded84304 · outbound

This paper cites Generative value conflicts reveal llm priorities, 2026.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Generative value conflicts reveal llm priorities, 2026

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T00:22:51.782963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:22:51.782963Z digest=sha256:3cdf3040e72f1ffa3c2b160ec945d526cdcb9d7e03c86863b2db7fb92d671a7a

Observation 1ba6ebd8-f0f1-4214-8f72-164936310690 · outbound

This paper cites Steering Risk Preferences in Large Language Models by Aligning Behavioral and Neural Representations.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Steering Risk Preferences in Large Language Models by Aligning Behavioral and Neural Representations

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T00:22:51.856819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:22:51.856819Z digest=sha256:c2d3f112f36b4bf1c996a7a108dfac32737f21597699f0f7df2a141342672d60

Observation 363f25e3-7062-4929-a6ae-63dda012c0b2 · outbound

This paper cites AI as Decision-Maker: Ethics and Risk Preferences of LLMs.

High-Stakes Decisions with Language Models: Insights from Emergency Triage AI as Decision-Maker: Ethics and Risk Preferences of LLMs

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T00:22:51.898643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:22:51.898643Z digest=sha256:df62fb9759d661fbc9e6db54b2676a68e43c12e86564f70dda787697e07f75fd

Observation ee73d049-af65-44e7-881d-ba4f36d20344 · outbound

This paper cites When agents say one thing and do another: Validating elicited beliefs from llms,.

High-Stakes Decisions with Language Models: Insights from Emergency Triage When agents say one thing and do another: Validating elicited beliefs from llms,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:22:53.806125Z

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.

source=pdf_text observed=2026-08-06T00:22:51.990160Z digest=sha256:165272d6f9a3137a4374a91796136d3ad6bb1a11d65662a927a13b3982b31e68

Observation 72767926-6ef4-4de7-ace8-fd2d208d6bf3 · outbound

This paper cites Can Revealed Preferences Clarify LLM Alignment and Steering?.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Can Revealed Preferences Clarify LLM Alignment and Steering?

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-06T00:22:53.328619Z

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.

source=pdf_text observed=2026-08-06T00:22:52.111735Z digest=sha256:536d6287fa9214f4abd2b6819aab230b6b5560a4fb6cd090f0044c019f8121b0

Observation d86493f6-3582-47fb-86d4-6620e742f54b · outbound

This paper cites Evaluating language models as risk scores.Advances in Neural Information Processing Systems, 37:97378–97407, 2024.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Evaluating language models as risk scores.Advances in Neural Information Processing Systems, 37:97378–97407, 2024

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:22:53.797541Z

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.

source=pdf_text observed=2026-08-06T00:22:52.158294Z digest=sha256:98a171ad0faa5f7d416b0f66363568b8ea7dd9e7b17ccc8a8ccbe76048d7d177

Observation 47cbf69f-6692-4403-9a66-1d109d3caf1b · outbound

This paper cites Rethink reporting of evaluation results in ai.Science (New York, N.Y.), 380:136–138, 04 2023.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Rethink reporting of evaluation results in ai.Science (New York, N.Y.), 380:136–138, 04 2023

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T00:22:52.260728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:22:52.260728Z digest=sha256:e00d5c651417803dc31f08fb37bec4e2dba6c83965282f5722d6a95c11d1781a

Observation a8bf71b0-6a56-4523-b75a-9be9cc30836a · outbound

This paper cites Mediq: Question-asking llms and a benchmark for reliable interactive clinical reasoning.Advances in Neural Information Processing Systems, 37:28858–28888, 2024.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Mediq: Question-asking llms and a benchmark for reliable interactive clinical reasoning.Advances in Neural Information Processing Systems, 37:28858–28888, 2024

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:22:53.788886Z

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.

source=pdf_text observed=2026-08-06T00:22:52.383269Z digest=sha256:82cf556b17493e7da0cdbf61d8cf25a53a9d91eedb7df03e8993146a68c83c8a

Observation d4421907-f3f1-4f1c-b6f0-c2682329571a · outbound

This paper cites What Are the Odds? Language Models Are Capable of Probabilistic Reasoning.

High-Stakes Decisions with Language Models: Insights from Emergency Triage What Are the Odds? Language Models Are Capable of Probabilistic Reasoning

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T00:22:52.449325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:22:52.449325Z digest=sha256:463ee51054b68292f380250553a169676b0cc47d5dbbf7ebc358145e2dfaa7a6

Observation 2e90eb7f-46e2-443e-b42b-21ed005c03bb · outbound

This paper cites Conditional logit analysis of qualitative choice behavior.Frontiers in Econometrics, pages 105–142, 1973.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Conditional logit analysis of qualitative choice behavior.Frontiers in Econometrics, pages 105–142, 1973

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:22:53.779610Z

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.

source=pdf_text observed=2026-08-06T00:22:52.590960Z digest=sha256:fe84a6baaa4c6330fe92bff33f96f1e1f32b088b6eb981bda279b99be9408fca

Observation 6a09ac76-4e9d-4adf-880f-8970abd8b4cd · outbound

This paper cites refer to emergency care whenever the model’s elicited probability exceeds the corresponding decision threshold.

High-Stakes Decisions with Language Models: Insights from Emergency Triage refer to emergency care whenever the model’s elicited probability exceeds the corresponding decision threshold

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:22:53.770098Z

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.

source=pdf_text observed=2026-08-06T00:22:52.659590Z digest=sha256:74a52e5a79792eda0257afa8f0c7f490cbd21bfbd78b5c465cfa5ed2a30aaedd

Observation 64f54d2b-a9a7-4421-8a44-2b2e207acd64 · outbound

This paper cites When Agents Say One Thing and Do Another: Validating Elicited Beliefs from LLMs.

High-Stakes Decisions with Language Models: Insights from Emergency Triage When Agents Say One Thing and Do Another: Validating Elicited Beliefs from LLMs

Reference 2026

Resolution
unresolved
no resolver link, observed 2026-08-06T00:22:52.077785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:22:52.077785Z digest=sha256:e3c66b180e53fda025156d2588abad9789a24135d924f1d965af2444e17a6ccc

Pith citing papers

No inbound Pith citation observations are available.