Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T17:50:56.091342Z
Paper Citation Record · LEDGER
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs
As of 17 August 2026, this Paper Citation Record lists 96 of 96 outbound references and 0 inbound Pith citation observations for arXiv:2507.21188.
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 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
96 of 96 outbound references displayed
- verified exact4
- verified fuzzy17
- unresolved72
- parse uncertain1
- malformed identifier2
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation bc18ed52-fbd8-46e7-9f1d-354d7ee09139 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.650493Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e745ed9-b4b8-4358-bf62-c5b1f6e5b81d · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.655884Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cdc213d4-af2c-4568-8f4e-6c57bc082010 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 3
- Resolution
- verified exact
- doi, observed 2026-08-15T17:50:56.200319Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c9c01b33-0ce5-401a-b1df-93082291b17a · outbound
This paper cites ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.666277Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d15efa0b-f1f5-46fb-b521-d84afe27f5af · outbound
This paper cites Approximating mutual information of high-dimensional variables using learned representations.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Approximating mutual information of high-dimensional variables using learned representations
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-08-15T17:50:56.560122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dd1439e8-1fe3-49d1-afe8-1dc165a7f043 · outbound
This paper cites What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.676105Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b1bde0f-4952-4d94-8750-ceacd8b7c1f8 · outbound
This paper cites Ginder, Peter Hong, Razi Sayeed, Barbra Y.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Ginder, Peter Hong, Razi Sayeed, Barbra Y
Reference 7
- Resolution
- verified exact
- doi, observed 2026-08-15T17:50:56.185945Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 237cba5f-b818-44df-acc1-a310b52d4a48 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.685871Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70caa6b8-1be7-4507-a71b-c733b78b19d7 · outbound
This paper cites Unraveling the Localized Latents: Learning Stratified Manifold Structures in LLM Embedding Space with Sparse Mixture-of-Experts.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unraveling the Localized Latents: Learning Stratified Manifold Structures in LLM Embedding Space with Sparse Mixture-of-Experts
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.690365Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d74eebe-ca22-4c3a-82cb-6686ce0db7ab · outbound
This paper cites Improving Clinical Note Generation from Complex Doctor-Patient Conversation.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Improving Clinical Note Generation from Complex Doctor-Patient Conversation
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.696254Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35d52b1f-95af-4a53-b72f-c50fbe7d5c82 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.700801Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b498d4e1-72df-4e54-98c9-abdb1ad6cfa5 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.704929Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a94c70e5-ed38-49d3-95a9-9484126ddf07 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.709108Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42a87939-8c85-44cf-9043-548a43757353 · outbound
This paper cites Morris, Eli Lifland, Jin Yong Yoo, Jake Grigsby, Di Jin, and Yanjun Qi.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Morris, Eli Lifland, Jin Yong Yoo, Jake Grigsby, Di Jin, and Yanjun Qi
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.714429Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71ad3991-db61-4e95-b059-18fd611cbfd4 · outbound
This paper cites MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.723948Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44437683-d375-42a7-a4b5-3ba7147eb08e · outbound
This paper cites GPT-4 Technical Report.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs GPT-4 Technical Report
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.728905Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6645d383-366e-420b-be27-c161259dd10a · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.734465Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 543b8fca-897a-4552-8a73-408d55ed4482 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.738995Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc380383-af2c-42fe-b67a-4875c78eb6b8 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.743115Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cc840b4-6cfa-48d8-82bb-5d3a6984386a · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.747523Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07e29c7e-6d76-44b2-ae0c-81d8161d3921 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 21
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-15T17:50:55.751875Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a59bd827-1827-4d13-9473-4e2f12999986 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.756005Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58b00759-ea57-4d0e-9ee4-dcd5204c49f6 · outbound
This paper cites DDXPlus: A New Dataset For Automatic Medical Diagnosis.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs DDXPlus: A New Dataset For Automatic Medical Diagnosis
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.760228Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7686b3d5-cce1-40b4-bfc4-3680a60d1e0f · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.765427Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59c90ae3-9f2e-4dbb-8be5-d01fc865bbcd · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.769687Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbc88dbb-5f3f-4174-a755-1b9d174cc2d5 · outbound
This paper cites Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.774003Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73663dce-e244-463b-b3b6-464e8979990c · outbound
This paper cites Grabowska, Iftikhar J.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Grabowska, Iftikhar J
Reference 27
- Resolution
- verified exact
- doi, observed 2026-08-15T17:50:56.127763Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9e766a0d-d60a-475c-ab54-ac0298238cfa · outbound
This paper cites On the Dimensionality of Word Embedding.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs On the Dimensionality of Word Embedding
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.783144Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f65671c0-fa13-433a-8dce-38c17bb730d2 · outbound
This paper cites BERTScore: Evaluating Text Generation with BERT.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs BERTScore: Evaluating Text Generation with BERT
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.787610Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65a027f2-6e7c-4f0d-b552-1780ecefb2fe · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.792155Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1781ddf5-c91d-4128-8f88-31c3399dd4d5 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.801691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68db8742-a7ef-4e37-88fc-52449ba88ffd · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.805907Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44c10d5d-6df7-44d6-b6e5-4c2060980db9 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.810117Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06751547-93e5-4691-8c63-4e3f38f9d608 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.814874Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5dc73cdd-ab10-4667-9cde-26917a22d973 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.818989Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9d9c2d8-5c72-44be-b426-f98b180004a9 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.823273Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94a505fb-73b5-4511-b245-b3f1e4e59062 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.827601Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5dd7e73-75c9-4a75-b7ca-7dd5dd2407f1 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:57.357122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 83ea6e52-87e5-4296-9e58-12bc1349643a · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:57.343770Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cbef37f4-3a44-43a6-b67c-bd72a4056760 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:57.330492Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f9834923-dfa6-4136-b1b8-0ad6b64405bb · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:57.317294Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0b189e47-d78a-46c6-ae82-c81a5779363b · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:57.303471Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 51216a5a-3d15-4bb3-af9b-55c0621509ee · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:57.290063Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 93993228-1cc9-418a-ae99-6bbcc08636e3 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:57.276403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 274c1872-5f02-4d6a-930d-193ff4d22112 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:57.264066Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7ab9a146-8521-4e03-b807-e83b0c5859d9 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 48
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-15T17:50:57.251889Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ec1467c7-ead5-4be2-a635-f946d802dd1e · outbound
This paper cites Figure 14: Forward reasoning for GERD.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Figure 14: Forward reasoning for GERD
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T17:50:57.212740Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ccb50cf4-ef97-4929-a4b1-e2487ce496f5 · outbound
This paper cites (Observation).
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs (Observation)
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T17:50:57.199136Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 66c2e519-21e1-4208-b424-baa38bdfb087 · outbound
This paper cites (Observation).
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs (Observation)
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T17:50:57.185859Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 11d2a488-fbdb-48d1-bdf4-aba377176b29 · outbound
This paper cites (Past Medical History).
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs (Past Medical History)
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T17:50:57.171842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dcc1788a-adeb-4470-856f-8b8bfa881738 · outbound
This paper cites (Knowledge of GERD).
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs (Knowledge of GERD)
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T17:50:57.157522Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3105cfaf-3819-4b9a-b89d-d3004f4726a6 · outbound
This paper cites ( Knowledge of GERD and hiatal hernia).
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs ( Knowledge of GERD and hiatal hernia)
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T17:50:57.143336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0074b58d-afe6-4650-889a-aaf2888a5154 · outbound
This paper cites (Logical deduction).
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs (Logical deduction)
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T17:50:57.129082Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ab89a988-3647-4caa-894a-ea5e82a0c549 · outbound
This paper cites (Logical deduction).
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs (Logical deduction)
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T17:50:57.115498Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0811750c-ba99-4105-befa-0f72d580eaef · outbound
This paper cites (Logical deduction).
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs (Logical deduction)
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T17:50:57.103960Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 47c626c7-0efc-4f6c-9678-aa73b3a424ac · outbound
This paper cites (Final deduction)" Figure 15: Backward reasoning for GERD explained variance across perturbation thresholds (0%, 25%, 50%, 75%, 100%).
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs (Final deduction)" Figure 15: Backward reasoning for GERD explained variance across perturbation thresholds (0%, 25%, 50%, 75%, 100%)
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T17:50:57.091244Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6fdd71c6-7e0e-4802-a6f1-308599f3f636 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:57.077836Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 346948dd-fc31-4743-a446-8d4c2798c0b6 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:57.064394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 78f855d1-564c-4cdc-bca9-1bf8ce61b125 · outbound
This paper cites Logical Deductions:.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Logical Deductions:
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T17:50:57.050893Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 01cc9d5a-dfe0-4c27-8e4c-7b2e667793ba · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:57.037717Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a6c949d1-9ab6-41ca-9aa3-50a201a5129f · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:57.024361Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ddbae38e-2567-4c66-a197-9feb0daaef07 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:57.010963Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3bb4fdd6-1f92-4910-88ba-3c768b0af4a3 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.997205Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8f44917b-925b-4ad5-8bd1-9ab85fa95636 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.969901Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 754d192f-6cb2-4593-9805-542e9e1aa6c5 · outbound
This paper cites Figure 16: Aggregated reasoning for GERD.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Figure 16: Aggregated reasoning for GERD
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T17:50:56.956230Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8c02a4a9-a38e-4a79-9645-32080e77f9e5 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 71
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.942710Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6fe4fff3-a0d6-4f0d-9eec-c89052ec72d2 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 72
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.930929Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1eec8871-993e-47c4-9bd4-42726e62db1c · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.919211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d9a0e1a0-e328-4537-8ed8-16e5cba289d0 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 74
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.906420Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 614cc5a8-3381-44be-ae42-cb632d0b4bd5 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 75
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.892784Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e66a741a-82a2-448b-8713-b6ccbb0a4630 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 76
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.878640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 680b1a8a-74e1-4710-bad0-08d6cb933da2 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 77
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.864783Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dc27744e-333f-4ab4-a9a4-7e03194a7907 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 78
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.850710Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d93dd6fd-24e7-481c-ab2d-e3c699e285eb · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 79
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.836732Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dc2f5724-8dee-40cf-9669-dd0c2ef3b716 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 80
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:57.238740Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 72ca6478-2785-48a1-838c-92f91131d4f5 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 81
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:57.225737Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 842037d7-4c79-4d83-8eed-06d75b6d77c9 · outbound
This paper cites Figure 18: Forward reasoning for Masked Perturbation of 100% GERD.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Figure 18: Forward reasoning for Masked Perturbation of 100% GERD
Reference 82
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T17:50:56.822930Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c6872a26-0bcc-4b09-8c6f-ae431dee5716 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 83
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.809120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6f1c1349-0be1-41a0-877b-d82070f862a4 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 84
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.796134Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4c02ccfb-2219-484b-b674-cf043fd32b9c · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 85
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.983461Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bc68f3ef-056f-42ec-9aad-284563b04a17 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 86
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.783249Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6797e122-b196-4071-a27d-ef3a4a4b7b1c · outbound
This paper cites Logical deductions:.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Logical deductions:
Reference 87
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T17:50:56.769221Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dcb1a193-8341-4788-8dca-84b3feb1ebc6 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 88
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.755768Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 77739b33-cbd9-49e5-a4ce-9db01c7ad289 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 89
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.742238Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ce4ebc3c-05a1-4bde-9119-4025c00d431c · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 90
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.727219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 27225d49-b949-4b89-94c9-1cf8fb9f5c61 · outbound
This paper cites Full-resolution figures per model are available upon request.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Full-resolution figures per model are available upon request
Reference 91
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T17:50:56.713526Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 75275172-b598-4682-87c8-aa0ef1a2368e · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 92
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.699145Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 314c9468-4779-4b18-9bde-dc32e99ff6ce · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 93
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.683074Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d53ea0e6-0240-4bb0-8e4d-4f9f16c5d6ba · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 94
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.667833Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d5001f25-b8c9-4bf7-b357-ba01bcda06cc · outbound
This paper cites Logical deductions:.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Logical deductions:
Reference 95
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T17:50:56.651409Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 34b2e0d9-de4d-442e-816a-b17fdcba9fd2 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 96
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.635512Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 366205eb-85d6-4854-932c-03cef78b5af0 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 97
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.620173Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 37b89221-6791-4a8b-998d-ac2bc86e6d56 · outbound
This paper cites an unresolved cited work.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Unresolved cited work
Reference 98
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T17:50:56.605310Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f3ebbb92-0fd1-40ab-84cb-f3643b10b3f1 · outbound
This paper cites For synthetic notes, 90% of variance is typically captured within 30–35 components.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs For synthetic notes, 90% of variance is typically captured within 30–35 components
Reference 99
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T17:50:56.590381Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7a4597ce-244e-4700-bc9c-8f6667df236f · outbound
This paper cites TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:50:55.719057Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9b97b51-ae8f-4638-882d-99e640b979bd · outbound
This paper cites Agent-as-a-Judge: Evaluate Agents with Agents.
Embeddings to Diagnosis: Latent Fragility under Agentic Perturbations in Clinical LLMs Agent-as-a-Judge: Evaluate Agents with Agents
Reference 2024
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-15T17:50:55.796422Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.