Paper Citation Record · LEDGER

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs

As of 10 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2507.03001.

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

pith.paper-citation-record.v1
2507.03001 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:58:52.861206Z

measured 29 of 29 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

29 of 29 outbound references displayed

verified exact0
verified fuzzy13
unresolved15
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ef75c7de-5d8a-4723-90b5-e39dc1ee0f64 · outbound

This paper cites an unresolved cited work.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:58:56.660369Z

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.

Observation 0d00bf87-a8b3-4ba6-ad55-ef3dfdefb296 · outbound

This paper cites Dorsey, F.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Dorsey, F

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:58:56.414788Z

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.

Observation 1230a895-6fb0-414e-a184-3be4a1883e86 · outbound

This paper cites Henderson, J.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Henderson, J

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:58:56.166515Z

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.

Observation 9789eabd-7841-4de7-ac35-37ebd657c6d4 · outbound

This paper cites an unresolved cited work.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:58:55.987178Z

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.

Observation e34504e3-126f-4e94-979b-e68ef37a9c8a · outbound

This paper cites Re´ ategui, S.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Re´ ategui, S

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:58:55.837528Z

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.

Observation d0d17a7b-796b-4893-bf34-00989b338b41 · outbound

This paper cites Mustafa, M.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Mustafa, M

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:58:55.711498Z

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.

Observation 9fa14042-2bf3-4139-a6aa-55ac73542ebc · outbound

This paper cites Panny, H.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Panny, H

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:58:55.551585Z

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.

Observation 4ced2958-a51d-459e-8e4f-db0c7c7f4a70 · outbound

This paper cites an unresolved cited work.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:58:55.394611Z

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.

Observation 300776f4-6d84-4942-8ae4-fe0eae77e379 · outbound

This paper cites Hossain, R.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Hossain, R

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:58:55.242784Z

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.

Observation 0a55b437-610b-4956-87ae-1b5406bc6505 · outbound

This paper cites an unresolved cited work.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:58:55.009133Z

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.

Observation 51e753b4-b717-4494-86b8-1788dd637248 · outbound

This paper cites Boggavarapu, V.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Boggavarapu, V

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:58:54.836673Z

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.

Observation f76151de-4ad4-47fc-9d37-41dcb5c479e7 · outbound

This paper cites Lehman, E.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Lehman, E

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:58:54.674631Z

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.

Observation c935af16-74d8-46a1-b14e-cf46f3a69065 · outbound

This paper cites an unresolved cited work.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:58:54.488195Z

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.

Observation c5e5f6ce-3e45-412f-9ed8-5e9782e91246 · outbound

This paper cites Savage, A.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Savage, A

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:58:54.327235Z

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.

Observation 27d635b9-6710-4f2c-985b-0ce87cf70f69 · outbound

This paper cites Quantifying the Reasoning Abilities of LLMs on Real-world Clinical Cases.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Quantifying the Reasoning Abilities of LLMs on Real-world Clinical Cases

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T20:58:50.899730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bf4b639-5cc7-4f92-805c-a5375358abc1 · outbound

This paper cites an unresolved cited work.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:58:54.153392Z

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.

Observation 0ab4b6d5-61e9-4a13-86eb-acf05a23cd09 · outbound

This paper cites Sonoda, R.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Sonoda, R

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:58:54.018897Z

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.

Observation ef71a011-1830-4aae-b6f0-c11c7f0e69be · outbound

This paper cites HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T20:58:51.175998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3b3ba5d-577a-44a5-a6a1-a9b61a6285ee · outbound

This paper cites Mustafa, U.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Mustafa, U

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T20:58:51.286485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87b0534c-3c6c-4447-bb01-16e40610b20e · outbound

This paper cites Mustafa, U.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Mustafa, U

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:58:53.904523Z

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.

Observation 1632098b-fcdd-4ee2-8783-c8b6a526a7c3 · outbound

This paper cites Naliyatthaliyazchayil, R.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Naliyatthaliyazchayil, R

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:58:53.789141Z

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.

Observation bb5cc12d-4e5d-489b-b171-17740d151b4e · outbound

This paper cites an unresolved cited work.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:58:53.638981Z

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.

Observation bcd86f95-5c92-4922-8223-25f2e5715db1 · outbound

This paper cites DOCBENCH: A Benchmark for Evaluating LLM-based Document Reading Systems.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs DOCBENCH: A Benchmark for Evaluating LLM-based Document Reading Systems

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T20:58:51.898536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b57333b-baa2-4406-9ad2-6e1dc93901c4 · outbound

This paper cites Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T20:58:52.095717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01570aae-1acb-4c2b-850a-8b79f1fae2fa · outbound

This paper cites Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T20:58:52.233437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c6e034b-0e83-41e7-a3cc-5d8ac4b0c9a8 · outbound

This paper cites Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T20:58:52.402489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c74272e-f436-4964-8908-1ddbdc2d6773 · outbound

This paper cites Barabucci, V.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Barabucci, V

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:58:53.490096Z

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.

Observation 0fe7f0aa-ab09-4945-909e-22bae85baf89 · outbound

This paper cites Reasoning Models Can Be Effective Without Thinking.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Reasoning Models Can Be Effective Without Thinking

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T20:58:52.656593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78543090-e620-413c-872a-1c5158cc7430 · outbound

This paper cites Mustafa, M.

Evaluating Hierarchical Clinical Document Classification Using Reasoning-Based LLMs Mustafa, M

Reference 29

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T20:58:53.288307Z

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.

Pith citing papers

No inbound Pith citation observations are available.