Paper Citation Record · LEDGER

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction

As of 11 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2510.17532.

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

pith.paper-citation-record.v1
2510.17532 v2

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:04:18.708742Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

20 of 20 outbound references displayed

verified exact0
verified fuzzy0
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1f2c05e8-4609-4faa-86e4-9022718820f0 · outbound

This paper cites Input Prompt 1### Instruction: 2You are a cancer clinical outcome prediction model.

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction Input Prompt 1### Instruction: 2You are a cancer clinical outcome prediction model

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:17.267674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43591b42-7c1b-40c1-9435-ef9b776ebb64 · outbound

This paper cites al 2024; Fong et al.

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction al 2024; Fong et al

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:18.308945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e629d1bf-3577-4f7e-8388-32fece3ff744 · outbound

This paper cites These gaps limit precision in outcome attribution.

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction These gaps limit precision in outcome attribution

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:17.804034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c21bc5d-2d9b-4762-bee9-7fd2a5b40721 · outbound

This paper cites Training used bfloat16 precision with FlashAttention 2 enabled (Dao 2024).

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction Training used bfloat16 precision with FlashAttention 2 enabled (Dao 2024)

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:18.560644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8fe12a1-f6a1-4bad-acf9-e5ad153590be · outbound

This paper cites an unresolved cited work.

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:18.708742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e9b19a7-01ab-49dd-a5ac-4441db28d542 · outbound

This paper cites an unresolved cited work.

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:17.139362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37f4fdce-2fb0-47a5-bb87-916845340292 · outbound

This paper cites an unresolved cited work.

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:18.437458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6afc740-0b79-46ad-b7a3-31fda1ff1564 · outbound

This paper cites an unresolved cited work.

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:17.903408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81318b30-1286-4f2f-9a2b-dd2ccf089a15 · outbound

This paper cites an unresolved cited work.

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:17.959215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dfe9689-a5a8-454b-a4d1-33ff301d1392 · outbound

This paper cites an unresolved cited work.

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:17.426311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcec1d0d-aaeb-4908-bf25-feed70c189c2 · outbound

This paper cites an unresolved cited work.

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:18.051256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b31ae552-4dd1-4e13-be9c-c95abfa6fe88 · outbound

This paper cites an unresolved cited work.

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:17.577836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a820561-ac95-4a2b-98d8-e9ed7e304ce2 · outbound

This paper cites an unresolved cited work.

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:18.132078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e65254b6-88b4-4dea-aff3-b13138d962bc · outbound

This paper cites an unresolved cited work.

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:17.698994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96d8b742-aa10-43bf-b4b7-4d3b68fd46ee · outbound

This paper cites 8</reasoning> 9 10<comment> 11The patient’s prognosis is guarded due to the advanced stage of NSCLC, multiple metastatic sites, and smoking history.

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction 8</reasoning> 9 10<comment> 11The patient’s prognosis is guarded due to the advanced stage of NSCLC, multiple metastatic sites, and smoking history

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:18.217083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8f8b216-63bd-4ad4-802c-5518de167e6b · outbound

This paper cites MEDITRON-70B: Scaling Medical Pretraining for Large Language Models.

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:16.544622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1412218e-0fe8-4432-9c1d-d854f42a0c2c · outbound

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

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 541

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:16.634395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 960fd9cf-8176-474f-844e-cf9be6598507 · outbound

This paper cites Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data.

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:17.012336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcb27dbc-f7cc-46d9-bd06-ce42ec849bf3 · outbound

This paper cites Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology.

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:16.760337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af22434c-b0e3-4e4e-8e2b-f2c562616862 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

OncoReason: Structuring Clinical Reasoning in LLMs for Robust and Interpretable Survival Prediction DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-04T09:04:16.876044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.