Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:31:03.576676Z
Paper Citation Record · LEDGER
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models
As of 13 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 3 inbound Pith citation observations for arXiv:2507.07988.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T11:11:20.481528Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T10:38:36.176606Z
Reference resolution
67 of 67 outbound references displayed
- verified exact1
- verified fuzzy16
- unresolved50
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation fea62828-9d94-41fa-8edb-b65d3f7ba34e · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.602141Z
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.
Observation 82c86c53-cff5-4b11-9e22-becdd6e7bb11 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.584943Z
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.
Observation d024cad4-2a9f-4d7e-8650-c479bdefc270 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.569216Z
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.
Observation b1fa0974-30b9-4dc5-8a72-2a64f4e7e327 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.550385Z
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.
Observation 9938ec45-ea59-4fd7-9f6a-7656b396dd7d · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.532446Z
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.
Observation 2a1ea739-43f7-4404-acc5-266adaefde6a · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.510289Z
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.
Observation cf93f74a-3642-4262-a184-22013c439aa7 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.490531Z
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.
Observation b8ea57cd-4e6e-42c7-a217-dee22dfa13c9 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.469292Z
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.
Observation 33371637-d575-458a-aaa0-b0ad6ed691c1 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.454065Z
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.
Observation 78f6a361-d8f3-4917-b1aa-a90e6b6535bb · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.435785Z
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.
Observation 8201bc19-11ec-40d2-987a-27f7010a8402 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.410700Z
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.
Observation 94d06134-d812-4eea-8618-3082cdef62c0 · outbound
This paper cites Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:30:58.427520Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68a926b1-31da-48cb-ae54-ad162f7f71c5 · outbound
This paper cites & Ranisch, R.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models & Ranisch, R
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:31:09.387708Z
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.
Observation 0ee57d6b-f59d-4a04-ae2f-9d27b508b54c · outbound
This paper cites & Chen, J.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models & Chen, J
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:31:09.360873Z
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.
Observation c410b272-f65c-4388-928f-d10e1bfbef9c · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.343527Z
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.
Observation df2e0a39-cbd9-401b-9a47-813ca40e9eb5 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.315728Z
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.
Observation 2b2ebbac-7dc1-4ffb-989e-a8cd2c496ec7 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.296147Z
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.
Observation b6563a44-3ff1-455f-99b7-d1138c6e2e84 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.275469Z
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.
Observation 9780ca1c-fb59-4ce2-a6fd-3f9d7771df50 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 19
- Resolution
- verified exact
- doi, observed 2026-08-06T18:31:03.894469Z
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.
Observation 96bcb4f4-9993-4925-8232-c60a00c68819 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:30:58.963784Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0edfd9dc-f811-4d8b-b2cb-163399547ac4 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.239650Z
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.
Observation ce73f86f-a492-49a9-9699-29eccc6f86d7 · outbound
This paper cites E., Motzfeldt, A.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models E., Motzfeldt, A
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:31:09.223653Z
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.
Observation 4badec55-5a92-445a-beef-5119c443f365 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.199441Z
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.
Observation 7920dcd3-97d4-46be-82ea-5322ae45aee7 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.155223Z
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.
Observation 9715e056-8792-4869-8056-d83e11810222 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.135472Z
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.
Observation 15b7a50e-c4b9-4033-9ae9-2ee3170bf2e5 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:30:59.270249Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 654eef0e-e4ea-44f0-818e-9ab4b5b51d0a · outbound
This paper cites & Zhang, M.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models & Zhang, M
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:31:09.095502Z
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.
Observation 595d3d64-676c-47f4-a650-f243b5b26c23 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.077073Z
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.
Observation 513cfb26-1ebe-446f-8783-d749c16559e5 · outbound
This paper cites & Zhu, W.-J.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models & Zhu, W.-J
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:30:59.448696Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32742a83-d522-476b-aada-9cafc088dc44 · outbound
This paper cites ROUGE: A package for automatic evaluation of summaries.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models ROUGE: A package for automatic evaluation of summaries
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:31:09.056931Z
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.
Observation cad86f9f-c74a-42b3-8a7d-996eca6af49e · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.032771Z
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.
Observation f41df4a2-84cd-4fbf-9d46-856873202ddc · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:09.011481Z
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.
Observation 5325ec03-3582-46f6-96ef-30aba848691c · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:08.992397Z
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.
Observation 2b2bfa33-9464-4c8b-9c7e-74a7161d602b · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:08.970046Z
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.
Observation 0924487e-7e62-4d87-bc51-a69a859c37ff · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:08.948488Z
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.
Observation 7d75a361-2d51-4ec0-b04e-42f68e294ab7 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:08.933069Z
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.
Observation 35697907-0a56-492d-9a62-502def21f83f · outbound
This paper cites & Yuksel, D.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models & Yuksel, D
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:31:00.063157Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5104ce6d-cde6-4ee8-8a4e-d50de8cbda29 · outbound
This paper cites & Dredze, M.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models & Dredze, M
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:31:08.901236Z
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.
Observation 9c211c11-1538-4043-be55-3e18d6957f65 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:08.711102Z
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.
Observation d77a8f62-3d2a-4da2-8746-98299c88fbc3 · outbound
This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:31:00.297754Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a873045-b05b-4cae-b63d-989c30b9dfd5 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:08.436810Z
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.
Observation fc03a2dc-81fd-4c6e-8802-3e8c43caeb5c · outbound
This paper cites F., Goel, R., Wen, Z., Martel, J.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models F., Goel, R., Wen, Z., Martel, J
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:31:08.300854Z
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.
Observation dba215f0-da18-488e-a5ef-b838c43c7cee · outbound
This paper cites & Dredze, M.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models & Dredze, M
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:31:07.990827Z
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.
Observation e012493f-0dd8-46c4-ba8b-5a9496c6af2f · outbound
This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:31:00.630372Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62b7f041-cf32-42c2-aa67-16cd97084df2 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:07.848943Z
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.
Observation 7d9c4fd0-ba39-41b4-85de-4610ba30e2ff · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:07.530259Z
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.
Observation 8c4aa8a8-8ab3-47c2-9ff8-51943695fa21 · outbound
This paper cites What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:31:00.962024Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e22655b-e182-4afb-b696-df244c612cce · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:07.176482Z
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.
Observation a0da6c83-e3ed-4dec-bf93-7866be91e26f · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:06.997332Z
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.
Observation fc27fef7-a5bf-4b47-9e17-25612dec8a60 · outbound
This paper cites Measuring Massive Multitask Language Understanding.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Measuring Massive Multitask Language Understanding
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:31:01.239886Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8abe900-b029-4332-ac3d-dda2921d18d6 · outbound
This paper cites & Gómez-Rodríguez, C.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models & Gómez-Rodríguez, C
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:31:06.835297Z
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.
Observation 1cbece59-209a-468e-95be-d351c0166c44 · outbound
This paper cites & Lavie, A.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models & Lavie, A
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:31:06.693457Z
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.
Observation bfef7063-a6f8-4e3f-9838-a6b87e8c2f54 · outbound
This paper cites & Parikh, A.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models & Parikh, A
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:31:06.529950Z
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.
Observation cd95447a-adce-4700-a42b-c96546f6f4d2 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:06.332867Z
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.
Observation e13e57a9-178d-4d8b-943d-20462a45e7a8 · outbound
This paper cites GPT-4 Technical Report.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models GPT-4 Technical Report
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:31:06.153060Z
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.
Observation 3b6e1b6c-72f4-4171-b9eb-9aaf9216b8d0 · outbound
This paper cites GPT-4o System Card.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models GPT-4o System Card
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:31:06.021261Z
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.
Observation b93086a9-ac3b-448c-83d1-74cb23b0facc · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:05.868662Z
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.
Observation a0709f7d-6805-4dda-bd90-2cd96bbb9273 · outbound
This paper cites claude-3.5-sonnet.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models claude-3.5-sonnet
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:31:05.736069Z
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.
Observation ea5f7796-2527-4459-be53-fdab36e7d703 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:05.599003Z
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.
Observation ba711ad0-87ce-41e4-b5d4-656e21e35187 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:31:05.461146Z
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.
Observation d7d83259-76cc-46e2-9e34-e33de1a424d1 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:05.317895Z
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.
Observation 35b2db4c-e65b-448d-8c84-ab6ea47ee2fd · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:05.192439Z
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.
Observation 78e6ae41-eea0-4b7d-87de-8c495109db28 · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:05.019319Z
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.
Observation 9026ac5f-3925-46e5-ab3c-acc744688791 · outbound
This paper cites K., Raha, T., Khan, S.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models K., Raha, T., Khan, S
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:31:04.840016Z
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.
Observation cb3674c9-db41-44de-9bfa-6e784ff8c288 · outbound
This paper cites Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:31:03.237211Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c02f3d50-24f3-44ac-9322-865f2fb5b65b · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:04.545657Z
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.
Observation 8245cac9-65da-4272-af6c-45b915b618dd · outbound
This paper cites an unresolved cited work.
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:31:04.317615Z
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.
Pith citing papers
Observation 89338951-d8e3-47ff-a305-7f5e7bfd8d5d · inbound
Critique of Impure Reason: Unveiling the reasoning behaviour of medical Large Language Models cites this paper.
Critique of Impure Reason: Unveiling the reasoning behaviour of medical Large Language Models Automating Expert-Level Medical Reasoning Evaluation of Large Language Models
Reference 81
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:11:20.481528Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cfe754e-cd08-4ea8-9c04-f57d9a221b4f · inbound
Quantized Large Language Models in Biomedical Natural Language Processing: Evaluation and Recommendation cites this paper.
Quantized Large Language Models in Biomedical Natural Language Processing: Evaluation and Recommendation Automating Expert-Level Medical Reasoning Evaluation of Large Language Models
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T10:38:36.213313Z
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.
Observation e3612936-29d2-4b45-b3ec-42657fc5a18b · inbound
Reference-Free Evaluation of Reasoning in Open-Ended Question Answering cites this paper.
Reference-Free Evaluation of Reasoning in Open-Ended Question Answering Automating Expert-Level Medical Reasoning Evaluation of Large Language Models
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T12:04:28.955923Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.