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Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+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

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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=sha256:5fc66e2bc1f71313ca526bb521890d82b5abe1e0cf1732820fe902dabdd1e3c0

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:22:51.036948Z digest=sha256:162984b42daacc0c42e0fe445c79abc5cd655096e20e654dc949eb92f34ebeba

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:22:51.072083Z digest=sha256:806188274e07f5101756cce9b028308aeb59ecb7be383eb7eb950b87d5e5d783

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:22:51.126525Z digest=sha256:ce8fd431557df2caf821b6e588d664476bdb6870e4dabb9f5cecae44eaf43bd3

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

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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:dab6867ece798f41134bd61d855960d839ac942fe17f0ee0a60584a8392bfad7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:22:51.252667Z digest=sha256:cf6b380b22160b6f9a713e13ea73fc708375fd4e03cbdec2bd74ef1c5ee2f1e5

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

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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=sha256:5b63ad073ac8eaf6351376e655f565654482a31dd486f3506713c96cfb4db3a0

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

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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=sha256:483fdb06e8cadfb5f5157309329f573fe9b7b9545ff0e6c1494e0fda545fef27

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:22:51.405895Z digest=sha256:3f5e695416c27d265f6fb48939c905f1dfcfd257d47053eba71344f05beee8d3

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:22:51.459968Z digest=sha256:b7e7c2775352e7f3d2864cfbd7112ce3ac005e1bb56d7723f9c586e934d54e27

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:22:51.522120Z digest=sha256:2432ddf3f062d34cfdb1bcd941a13d7da5bc1b85b4a55fd5543aabe0ff7534cd

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:22:51.569291Z digest=sha256:624c0d096f16f00d00203f8371ab5fda5aaac4e96f7e5669cf3c84b93294002a

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=sha256:3d5250e811d7a2b556c6c46adfb2f2441196e9e4c820690f019348f813d675b3

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:22:51.689462Z digest=sha256:14c7c3826d3f9e5416424b53775407204655e8a73ea42de8cbfa4299b28fc5ec

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=sha256:7055f6f9fa2e1e60b5c7561717cbce5e8fff8f23aebba1167dd95a90672ebe28

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=sha256:47cee169e942b3edcb3b56bb9c319274c6419a533c265f277fceb47ad8fae15c

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:22:51.898643Z digest=sha256:5bad4385ab64302454a170c6f2428b10733bb5808fcfa3b2afa802fa4a91e140

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:22:51.990160Z digest=sha256:7d02ba5fcd58b455ace0222285c0b1231ff6ea90c6122141df97b83963716990

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:22:52.111735Z digest=sha256:ac4cb653e9b5276d5cd2cc2fd32a0294260cd82c0910cbc6e5d0eb4e72a29728

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:22:52.158294Z digest=sha256:3d9281bb1bed2b35f8cce0ba1f76b6b3da075e0d16365e9e0b4caedecc9a7949

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
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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=sha256:3c6263e7568fed43084f222b7448751c32a08e7829a092439bc2faf1a593dc48

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:22:52.383269Z digest=sha256:5c47a59bc24e435a55fa9e34336a9d29be9a1f7263ae9282e3eebb6947dfeaa9

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=sha256:6f418c7cac058ba8ba4b97974b8b2c2d3e580cf3ef6443617d93fe7f015d8da0

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

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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:22:52.590960Z digest=sha256:a2f08a379f44f9df40dfe9559e12c38742ef8a26a2c3789230839256ec1bc6c0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T00:22:52.659590Z digest=sha256:dba37aaf64c8a3a5c089c4d7bd2755cb81866dc784b38817de4e9d6dca9a960e

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

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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=sha256:85e0ac256f5e6b049cfd122c2745ab2adaded27d48d5cb86554445362bf6f0f7

Pith citing papers

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