Paper Citation Record · LEDGER

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction

As of 11 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 3 inbound Pith citation observations for arXiv:2501.18724.

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

pith.paper-citation-record.v1
2501.18724 v3

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T22:45:45.591776Z

measured 56 of 56 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T14:52:42.813309Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

53 of 53 outbound references displayed

verified exact3
verified fuzzy3
unresolved47
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation a72963a4-b86e-4009-a332-83ec483456e8 · outbound

This paper cites online" 'onlinestring :=.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T22:45:45.364692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9b704c9-5fa2-4ab6-843f-11bc3cc8533f · outbound

This paper cites write newline.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T22:45:45.370047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6794052-d63a-4ab5-841d-17085709082c · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:45:46.346662Z

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 7613859f-29a6-4eee-9ae0-f799b2dd91d1 · outbound

This paper cites SPEER: Sentence-Level Planning of Long Clinical Summaries via Embedded Entity Retrieval.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction SPEER: Sentence-Level Planning of Long Clinical Summaries via Embedded Entity Retrieval

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T22:45:45.380495Z

Source-reported events for the cited work

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Observation f9f0bb24-5aaa-400d-8215-419b23f76bbc · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 5

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Source-reported events for the cited work

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Observation 2664d1bc-6068-443c-9bf1-588cd6945aa9 · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:45:46.323751Z

Source-reported events for the cited work

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Observation 0855b0e1-2f17-4bbd-b465-88f4b9b105e8 · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:45:46.310085Z

Source-reported events for the cited work

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Observation 12c9e87e-483c-4dfa-9776-a61d86577899 · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:45:46.296499Z

Source-reported events for the cited work

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Observation 8bcdfe1e-d655-4f0d-a935-712f95fb2a3b · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 9

Resolution: verified exact; doi, observed 2026-08-09T22:45:45.678850Z

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 530bbdf0-de3b-45e2-a623-636c9c222eab · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:45:46.282883Z

Source-reported events for the cited work

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Observation 9c54fee9-5056-41e7-9150-e59565c03d61 · outbound

This paper cites Croxford, Y.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Croxford, Y

Reference 11

Resolution: verified exact; doi, observed 2026-08-09T22:45:45.663276Z

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 b7fa327b-ea7b-4f2e-a88d-e057545f5401 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32233c4c-fa32-476c-a11b-99b9ebad0af8 · outbound

This paper cites The Faiss library.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction The Faiss library

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0a5f414-c332-4ebb-97d5-7c47553b5961 · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:45:46.269203Z

Source-reported events for the cited work

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Observation 20f76e87-7ae4-458b-9a4a-bc2a11110698 · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 15

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Source-reported events for the cited work

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Observation 8e28f094-570b-4099-92bc-65b99be0f9dd · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:45:46.239194Z

Source-reported events for the cited work

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Observation b6439733-5280-432d-882c-c5d23bb9b936 · outbound

This paper cites When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications?.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications?

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T22:45:45.439047Z

Source-reported events for the cited work

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Observation b4184021-bd37-477f-99c1-3e54acbbce77 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T22:45:45.443546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e628a59-aecf-4d0c-86ab-2c31d2f97fc2 · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:45:46.224799Z

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 98ae2a91-914a-4556-9968-c0592fd055ba · outbound

This paper cites Mistral 7B.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Mistral 7B

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 21

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Observation bd70f107-ea0e-4aef-996c-f9531d8e34da · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 22

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Source-reported events for the cited work

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Observation c92611d7-6f4f-4dd5-ad61-8edfd914d2e0 · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 23

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Source-reported events for the cited work

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Observation a42db95a-4499-4b64-a17d-152832e03e32 · outbound

This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \

Reference 24

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Source-reported events for the cited work

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Observation b2e20d7e-1ba3-4d92-a1ce-5c351f96d2fd · outbound

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Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:45:46.159866Z

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 2a159cdc-9fd7-4d71-947b-b05faff9ec20 · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 26

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f410b800-3c8a-4816-a8fb-d68e0a46ecd6 · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 27

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Source-reported events for the cited work

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Observation e93f8a66-61a0-43f0-ad75-6675ccaf73a6 · outbound

This paper cites Self-Alignment Pretraining for Biomedical Entity Representations.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Self-Alignment Pretraining for Biomedical Entity Representations

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-09T22:45:45.486274Z

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Observation de573486-fde2-4c97-b4f3-70632bb82553 · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 29

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3facba1b-1b14-4267-8061-6f1ee34483ae · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 30

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Observation 0e63b3da-263a-4b69-86fa-8bfe838bf7ec · outbound

This paper cites discharge me!.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction discharge me!

Reference 31

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Source-reported events for the cited work

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Observation 694f38e1-d6ea-4ed8-9b32-161e6414c59f · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 32

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 95e7ccf2-0a22-4f29-b7c3-45285e07965c · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 33

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Observation 07110631-79cf-46f0-9d18-ea7cd86e99d0 · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 34

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Observation f3e450a8-23f2-4ac4-82c4-014db4690638 · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 35

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Observation 9584ae6c-107e-410c-a2ad-d484c078763a · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 36

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Observation e4007782-f8f5-4268-8766-e1adc4780a96 · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

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Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 38

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Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 39

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Observation 9fb55f2f-2dd6-436d-ac3e-7242315c870b · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:45:45.972436Z

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 e9601e2b-5877-413f-a6d4-68bc7afccbde · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:45:45.958165Z

Source-reported events for the cited work

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Observation 541a0ae5-577e-41d8-9070-25606699b5b8 · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 42

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Unavailable: canonical work link unavailable.

Observation 3d6db4bd-8b48-422c-8ee0-7dc8c2a75eee · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:45:45.933011Z

Source-reported events for the cited work

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Observation 3df5b647-b2a5-4b9d-b522-baf9e9cc30ba · outbound

This paper cites EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-09T22:45:45.553269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdc8a9f4-c730-4d17-8d5d-38499451774a · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:45:45.918744Z

Source-reported events for the cited work

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Observation 5d5d6650-a746-4516-8e43-bb98bcd289ef · outbound

This paper cites C-Pack: Packed Resources For General Chinese Embeddings.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction C-Pack: Packed Resources For General Chinese Embeddings

Reference 46

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Source-reported events for the cited work

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Observation babbadd7-26c9-46a6-a99d-27135d501ae2 · outbound

This paper cites Collins, Ankit Modi, Robert Lloyd, Benjamin Hopkins, Curtis Langlotz, and Jean-Benoit Delbrouck.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Collins, Ankit Modi, Robert Lloyd, Benjamin Hopkins, Curtis Langlotz, and Jean-Benoit Delbrouck

Reference 47

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Source-reported events for the cited work

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Observation e5de2fee-0855-42e1-90bb-e41cece73eea · outbound

This paper cites discharge me!.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction discharge me!

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:45:45.903982Z

Source-reported events for the cited work

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Observation c13cf67b-de55-4c76-9294-e3d03b131510 · outbound

This paper cites Retrieval meets long context large language models.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Retrieval meets long context large language models

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:45:45.889297Z

Source-reported events for the cited work

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Observation 1fc71a15-16d4-4b84-acc4-30bcd4392bf9 · outbound

This paper cites Qwen2.5 Technical Report.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Qwen2.5 Technical Report

Reference 50

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Source-reported events for the cited work

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Observation ffec3908-119a-4166-96a1-13499dc97523 · outbound

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Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-09T22:45:45.873243Z

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 1acadabe-0e64-420d-b3e8-671512ef0c67 · outbound

This paper cites an unresolved cited work.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction Unresolved cited work

Reference 52

Resolution: verified exact; doi, observed 2026-08-09T22:45:45.628141Z

Source-reported events for the cited work

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Observation 71dea8b4-99f9-4444-ac49-3cc7b785afee · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction BERTScore: Evaluating Text Generation with BERT

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-09T22:45:45.591776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation bfac38ce-e59a-487f-8743-9d3e2c39551f · inbound

TrajOnco: a multi-agent framework for temporal reasoning over longitudinal EHR for multi-cancer early detection cites this paper.

TrajOnco: a multi-agent framework for temporal reasoning over longitudinal EHR for multi-cancer early detection Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-10T16:45:36.680447Z

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 bd6aa28e-1110-4b57-8ab3-e76a37b58c21 · inbound

LiFT: Does Instruction Fine-Tuning Improve In-Context Learning for Longitudinal Modelling by Large Language Models? cites this paper.

LiFT: Does Instruction Fine-Tuning Improve In-Context Learning for Longitudinal Modelling by Large Language Models? Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-15T00:18:22.895995Z

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 a3c1a0e7-4511-442d-a6aa-360bc9ba3439 · inbound

CLIR-Bench: Benchmarking Multimodal Question Answering over Irregular Clinical Time Series cites this paper.

CLIR-Bench: Benchmarking Multimodal Question Answering over Irregular Clinical Time Series Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-14T14:52:42.813309Z

Source-reported events for the cited work

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